2725 lines
133 KiB
JSON
2725 lines
133 KiB
JSON
{
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"ccnet": {
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"voc12aug": [
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[
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[
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"CCNet",
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"CCNet",
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],
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[
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"CCNet",
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40000,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_512x512_40k_voc12aug/ccnet_r50-d8_512x512_40k_voc12aug_20200613_232127-c2a15f02.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_512x512_40k_voc12aug/ccnet_r50-d8_512x512_40k_voc12aug_20200613_232127.log.json)"
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],
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[
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"CCNet",
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_512x512_40k_voc12aug/ccnet_r101-d8_512x512_40k_voc12aug_20200613_232127-c30da577.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_512x512_40k_voc12aug/ccnet_r101-d8_512x512_40k_voc12aug_20200613_232127.log.json)"
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]
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],
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"cityscapes": [
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[
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[
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40000,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_512x1024_40k_cityscapes/ccnet_r50-d8_512x1024_40k_cityscapes_20200616_142517-4123f401.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_512x1024_40k_cityscapes/ccnet_r50-d8_512x1024_40k_cityscapes_20200616_142517.log.json)"
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],
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[
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"CCNet",
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"512x1024",
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40000,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_512x1024_40k_cityscapes/ccnet_r101-d8_512x1024_40k_cityscapes_20200616_142540-a3b84ba6.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_512x1024_40k_cityscapes/ccnet_r101-d8_512x1024_40k_cityscapes_20200616_142540.log.json)"
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],
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[
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"CCNet",
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"R-50-D8",
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"769x769",
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40000,
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1.4297640908184566,
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78.461,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_769x769_40k_cityscapes/ccnet_r50-d8_769x769_40k_cityscapes_20200616_145125-76d11884.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_769x769_40k_cityscapes/ccnet_r50-d8_769x769_40k_cityscapes_20200616_145125.log.json)"
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],
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[
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"CCNet",
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"R-101-D8",
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"769x769",
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40000,
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76.941,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_769x769_40k_cityscapes/ccnet_r101-d8_769x769_40k_cityscapes_20200617_101428-4f57c8d0.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_769x769_40k_cityscapes/ccnet_r101-d8_769x769_40k_cityscapes_20200617_101428.log.json)"
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],
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[
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"CCNet",
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80000,
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"-",
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79.035,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_512x1024_80k_cityscapes/ccnet_r50-d8_512x1024_80k_cityscapes_20200617_010421-869a3423.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_512x1024_80k_cityscapes/ccnet_r50-d8_512x1024_80k_cityscapes_20200617_010421.log.json)"
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],
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[
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"CCNet",
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"R-101-D8",
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"512x1024",
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80000,
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"-",
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78.86800000000001,
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79.89770560760813,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_512x1024_80k_cityscapes/ccnet_r101-d8_512x1024_80k_cityscapes_20200617_203935-ffae8917.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_512x1024_80k_cityscapes/ccnet_r101-d8_512x1024_80k_cityscapes_20200617_203935.log.json)"
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],
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[
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"CCNet",
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_769x769_80k_cityscapes/ccnet_r50-d8_769x769_80k_cityscapes_20200617_010421-73eed8ca.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_769x769_80k_cityscapes/ccnet_r50-d8_769x769_80k_cityscapes_20200617_010421.log.json)"
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[
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_769x769_80k_cityscapes/ccnet_r101-d8_769x769_80k_cityscapes_20200618_011502-ad3cd481.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_769x769_80k_cityscapes/ccnet_r101-d8_769x769_80k_cityscapes_20200618_011502.log.json)"
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]
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]
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],
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"ade20k": [
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[
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[
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"CCNet",
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"512x512",
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80000,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_512x512_80k_ade20k/ccnet_r50-d8_512x512_80k_ade20k_20200615_014848-aa37f61e.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_512x512_80k_ade20k/ccnet_r50-d8_512x512_80k_ade20k_20200615_014848.log.json)"
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],
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[
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"CCNet",
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"R-101-D8",
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"512x512",
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80000,
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14.108705519350595,
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43.972,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_512x512_80k_ade20k/ccnet_r101-d8_512x512_80k_ade20k_20200615_014848-1f4929a3.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_512x512_80k_ade20k/ccnet_r101-d8_512x512_80k_ade20k_20200615_014848.log.json)"
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],
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[
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"CCNet",
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"R-50-D8",
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"512x512",
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160000,
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"-",
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42.079,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_512x512_160k_ade20k/ccnet_r50-d8_512x512_160k_ade20k_20200616_084435-7c97193b.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r50-d8_512x512_160k_ade20k/ccnet_r50-d8_512x512_160k_ade20k_20200616_084435.log.json)"
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],
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[
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"CCNet",
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160000,
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43.706,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_512x512_160k_ade20k/ccnet_r101-d8_512x512_160k_ade20k_20200616_000644-e849e007.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ccnet/ccnet_r101-d8_512x512_160k_ade20k/ccnet_r101-d8_512x512_160k_ade20k_20200616_000644.log.json)"
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]
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]
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},
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"ocrnet": {
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"cityscapes": [
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[
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[
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"OCRNet",
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"HRNetV2p-W18-Small",
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"512x1024",
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40000,
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10.452887853499684,
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75.94532264911325,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x1024_40k_cityscapes/ocrnet_hr18s_512x1024_40k_cityscapes_20200601_033304-fa2436c2.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x1024_40k_cityscapes/ocrnet_hr18s_512x1024_40k_cityscapes_20200601_033304.log.json)"
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],
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[
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"OCRNet",
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x1024_40k_cityscapes/ocrnet_hr18_512x1024_40k_cityscapes_20200601_033320-401c5bdd.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x1024_40k_cityscapes/ocrnet_hr18_512x1024_40k_cityscapes_20200601_033320.log.json)"
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],
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[
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"OCRNet",
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"HRNetV2p-W48",
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x1024_40k_cityscapes/ocrnet_hr48_512x1024_40k_cityscapes_20200601_033336-55b32491.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x1024_40k_cityscapes/ocrnet_hr48_512x1024_40k_cityscapes_20200601_033336.log.json)"
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],
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[
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x1024_80k_cityscapes/ocrnet_hr18s_512x1024_80k_cityscapes_20200601_222735-55979e63.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x1024_80k_cityscapes/ocrnet_hr18s_512x1024_80k_cityscapes_20200601_222735.log.json)"
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[
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"OCRNet",
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[
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"OCRNet",
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x1024_80k_cityscapes/ocrnet_hr48_512x1024_80k_cityscapes_20200601_222752-9076bcdf.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x1024_80k_cityscapes/ocrnet_hr48_512x1024_80k_cityscapes_20200601_222752.log.json)"
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],
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[
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x1024_160k_cityscapes/ocrnet_hr18_512x1024_160k_cityscapes_20200602_191001-b9172d0c.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x1024_160k_cityscapes/ocrnet_hr18_512x1024_160k_cityscapes_20200602_191001.log.json)"
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],
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[
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"OCRNet",
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x1024_160k_cityscapes/ocrnet_hr48_512x1024_160k_cityscapes_20200602_191037-dfbf1b0c.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x1024_160k_cityscapes/ocrnet_hr48_512x1024_160k_cityscapes_20200602_191037.log.json)"
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]
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]
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],
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"voc12aug": [
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[
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[
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"OCRNet",
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"HRNetV2p-W18-Small",
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"512x512",
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20000,
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31.554844022107428,
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71.7,
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73.83921653423745,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x512_20k_voc12aug/ocrnet_hr18s_512x512_20k_voc12aug_20200617_233913-02b04fcb.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x512_20k_voc12aug/ocrnet_hr18s_512x512_20k_voc12aug_20200617_233913.log.json)"
|
|
],
|
|
[
|
|
"OCRNet",
|
|
"HRNetV2p-W18",
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|
"512x512",
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20000,
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"4.7",
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|
19.90720967998522,
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74.749,
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77.1105042314631,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x512_20k_voc12aug/ocrnet_hr18_512x512_20k_voc12aug_20200617_233932-8954cbb7.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x512_20k_voc12aug/ocrnet_hr18_512x512_20k_voc12aug_20200617_233932.log.json)"
|
|
],
|
|
[
|
|
"OCRNet",
|
|
"HRNetV2p-W48",
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|
"512x512",
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20000,
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"8.1",
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17.82942134961672,
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77.72,
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79.87183377075576,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x512_20k_voc12aug/ocrnet_hr48_512x512_20k_voc12aug_20200617_233932-9e82080a.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x512_20k_voc12aug/ocrnet_hr48_512x512_20k_voc12aug_20200617_233932.log.json)"
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|
],
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[
|
|
"OCRNet",
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"HRNetV2p-W18-Small",
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"512x512",
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40000,
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"-",
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"-",
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72.761,
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74.6014601681293,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x512_40k_voc12aug/ocrnet_hr18s_512x512_40k_voc12aug_20200614_002025-42b587ac.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x512_40k_voc12aug/ocrnet_hr18s_512x512_40k_voc12aug_20200614_002025.log.json)"
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|
],
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[
|
|
"OCRNet",
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"HRNetV2p-W18",
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"512x512",
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40000,
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"-",
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"-",
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74.982,
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77.39817842813225,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x512_40k_voc12aug/ocrnet_hr18_512x512_40k_voc12aug_20200614_015958-714302be.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x512_40k_voc12aug/ocrnet_hr18_512x512_40k_voc12aug_20200614_015958.log.json)"
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|
],
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[
|
|
"OCRNet",
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|
"HRNetV2p-W48",
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"512x512",
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40000,
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"-",
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"-",
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77.143,
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79.70754598517257,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x512_40k_voc12aug/ocrnet_hr48_512x512_40k_voc12aug_20200614_015958-255bc5ce.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x512_40k_voc12aug/ocrnet_hr48_512x512_40k_voc12aug_20200614_015958.log.json)"
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|
]
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]
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],
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"ade20k": [
|
|
[
|
|
[
|
|
"OCRNet",
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"HRNetV2p-W18-Small",
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"512x512",
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|
80000,
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|
"6.7",
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|
28.980094398974657,
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35.056,
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35.797050387137105,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x512_80k_ade20k/ocrnet_hr18s_512x512_80k_ade20k_20200615_055600-e80b62af.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x512_80k_ade20k/ocrnet_hr18s_512x512_80k_ade20k_20200615_055600.log.json)"
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|
],
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[
|
|
"OCRNet",
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"HRNetV2p-W18",
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"512x512",
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80000,
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"7.9",
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18.928971854245283,
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37.789,
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39.155377232744,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x512_80k_ade20k/ocrnet_hr18_512x512_80k_ade20k_20200615_053157-d173d83b.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x512_80k_ade20k/ocrnet_hr18_512x512_80k_ade20k_20200615_053157.log.json)"
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],
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[
|
|
"OCRNet",
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"HRNetV2p-W48",
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|
"512x512",
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80000,
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"11.2",
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16.991178423144667,
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43.0,
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44.299600723103225,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x512_80k_ade20k/ocrnet_hr48_512x512_80k_ade20k_20200615_021518-d168c2d1.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x512_80k_ade20k/ocrnet_hr48_512x512_80k_ade20k_20200615_021518.log.json)"
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],
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[
|
|
"OCRNet",
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"HRNetV2p-W18-Small",
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"512x512",
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160000,
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"-",
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"-",
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37.191,
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38.40331034259458,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x512_160k_ade20k/ocrnet_hr18s_512x512_160k_ade20k_20200615_184505-8e913058.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18s_512x512_160k_ade20k/ocrnet_hr18s_512x512_160k_ade20k_20200615_184505.log.json)"
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],
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[
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|
"OCRNet",
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"HRNetV2p-W18",
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"512x512",
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160000,
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"-",
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"-",
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39.322,
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40.80220494656125,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x512_160k_ade20k/ocrnet_hr18_512x512_160k_ade20k_20200615_200940-d8fcd9d1.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr18_512x512_160k_ade20k/ocrnet_hr18_512x512_160k_ade20k_20200615_200940.log.json)"
|
|
],
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[
|
|
"OCRNet",
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"HRNetV2p-W48",
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"512x512",
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160000,
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"-",
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"-",
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43.254,
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44.87655360616251,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x512_160k_ade20k/ocrnet_hr48_512x512_160k_ade20k_20200615_184705-a073726d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ocrnet/ocrnet_hr48_512x512_160k_ade20k/ocrnet_hr48_512x512_160k_ade20k_20200615_184705.log.json)"
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]
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]
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]
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},
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|
"fcn": {
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|
"ade20k": [
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|
[
|
|
[
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|
"FCN",
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|
"R-50-D8",
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|
"512x512",
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|
80000,
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|
"8.5",
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|
23.4864501408415,
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35.94,
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|
37.93716647334422,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x512_80k_ade20k/fcn_r50-d8_512x512_80k_ade20k_20200614_144016-f8ac5082.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x512_80k_ade20k/fcn_r50-d8_512x512_80k_ade20k_20200614_144016.log.json)"
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|
],
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[
|
|
"FCN",
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|
"R-101-D8",
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|
"512x512",
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|
80000,
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|
"12.0",
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|
14.780950192500319,
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39.614,
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40.827367113582405,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x512_80k_ade20k/fcn_r101-d8_512x512_80k_ade20k_20200615_014143-bc1809f7.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x512_80k_ade20k/fcn_r101-d8_512x512_80k_ade20k_20200615_014143.log.json)"
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],
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|
[
|
|
"FCN",
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|
"R-50-D8",
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|
"512x512",
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|
160000,
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"-",
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"-",
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|
36.105,
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|
38.078772436420934,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x512_160k_ade20k/fcn_r50-d8_512x512_160k_ade20k_20200615_100713-4edbc3b4.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x512_160k_ade20k/fcn_r50-d8_512x512_160k_ade20k_20200615_100713.log.json)"
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|
],
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[
|
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"FCN",
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"R-101-D8",
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"512x512",
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160000,
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"-",
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"-",
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39.914,
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41.39843118160508,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x512_160k_ade20k/fcn_r101-d8_512x512_160k_ade20k_20200615_105816-fd192bd5.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x512_160k_ade20k/fcn_r101-d8_512x512_160k_ade20k_20200615_105816.log.json)"
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]
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]
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],
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"cityscapes": [
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|
[
|
|
[
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|
"FCN",
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"R-50-D8",
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"512x1024",
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40000,
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|
"5.7",
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|
4.169686275718568,
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|
72.246,
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73.35990418338677,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x1024_40k_cityscapes/fcn_r50-d8_512x1024_40k_cityscapes_20200604_192608-efe53f0d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x1024_40k_cityscapes/fcn_r50-d8_512x1024_40k_cityscapes_20200604_192608.log.json)"
|
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],
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[
|
|
"FCN",
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|
"R-101-D8",
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"512x1024",
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40000,
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|
"9.2",
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|
2.6579467518998623,
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|
75.44999999999999,
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76.58052712300109,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x1024_40k_cityscapes/fcn_r101-d8_512x1024_40k_cityscapes_20200604_181852-a883d3a1.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x1024_40k_cityscapes/fcn_r101-d8_512x1024_40k_cityscapes_20200604_181852.log.json)"
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],
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[
|
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"FCN",
|
|
"R-50-D8",
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"769x769",
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40000,
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"6.5",
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1.796476680257555,
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71.47099999999999,
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72.53595679063739,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_769x769_40k_cityscapes/fcn_r50-d8_769x769_40k_cityscapes_20200606_113104-977b5d02.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_769x769_40k_cityscapes/fcn_r50-d8_769x769_40k_cityscapes_20200606_113104.log.json)"
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],
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[
|
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"FCN",
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"R-101-D8",
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"769x769",
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40000,
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1.1858280952855258,
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73.929,
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75.13723386002961,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_769x769_40k_cityscapes/fcn_r101-d8_769x769_40k_cityscapes_20200606_113208-7d4ab69c.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_769x769_40k_cityscapes/fcn_r101-d8_769x769_40k_cityscapes_20200606_113208.log.json)"
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],
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[
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"FCN",
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"R-50-D8",
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"512x1024",
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80000,
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"-",
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"-",
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73.61,
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74.23620409061135,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x1024_80k_cityscapes/fcn_r50-d8_512x1024_80k_cityscapes_20200606_113019-03aa804d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x1024_80k_cityscapes/fcn_r50-d8_512x1024_80k_cityscapes_20200606_113019.log.json)"
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],
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[
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"FCN",
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"R-101-D8",
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"512x1024",
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80000,
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"-",
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75.13300000000001,
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75.93619310604196,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x1024_80k_cityscapes/fcn_r101-d8_512x1024_80k_cityscapes_20200606_113038-3fb937eb.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x1024_80k_cityscapes/fcn_r101-d8_512x1024_80k_cityscapes_20200606_113038.log.json)"
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],
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[
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"FCN",
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"R-50-D8",
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"769x769",
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80000,
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"-",
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72.643,
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73.31626041581089,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_769x769_80k_cityscapes/fcn_r50-d8_769x769_80k_cityscapes_20200606_195749-f5caeabc.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_769x769_80k_cityscapes/fcn_r50-d8_769x769_80k_cityscapes_20200606_195749.log.json)"
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],
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[
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"FCN",
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"R-101-D8",
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80000,
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"-",
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75.519,
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76.60857360886911,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_769x769_80k_cityscapes/fcn_r101-d8_769x769_80k_cityscapes_20200606_214354-45cbac68.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_769x769_80k_cityscapes/fcn_r101-d8_769x769_80k_cityscapes_20200606_214354.log.json)"
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]
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]
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],
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"voc12aug": [
|
|
[
|
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[
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"FCN",
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20000,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x512_20k_voc12aug/fcn_r50-d8_512x512_20k_voc12aug_20200617_010715-52dc5306.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x512_20k_voc12aug/fcn_r50-d8_512x512_20k_voc12aug_20200617_010715.log.json)"
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],
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[
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"FCN",
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20000,
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71.16,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x512_20k_voc12aug/fcn_r101-d8_512x512_20k_voc12aug_20200617_010842-0bb4e798.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x512_20k_voc12aug/fcn_r101-d8_512x512_20k_voc12aug_20200617_010842.log.json)"
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|
],
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|
[
|
|
"FCN",
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|
"R-50-D8",
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"512x512",
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|
40000,
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|
"-",
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"-",
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66.971,
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69.03918575643368,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x512_40k_voc12aug/fcn_r50-d8_512x512_40k_voc12aug_20200613_161222-5e2dbf40.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r50-d8_512x512_40k_voc12aug/fcn_r50-d8_512x512_40k_voc12aug_20200613_161222.log.json)"
|
|
],
|
|
[
|
|
"FCN",
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|
"R-101-D8",
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|
"512x512",
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|
40000,
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|
"-",
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|
"-",
|
|
69.90899999999999,
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72.3822015171163,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x512_40k_voc12aug/fcn_r101-d8_512x512_40k_voc12aug_20200613_161240-4c8bcefd.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/fcn/fcn_r101-d8_512x512_40k_voc12aug/fcn_r101-d8_512x512_40k_voc12aug_20200613_161240.log.json)"
|
|
]
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|
]
|
|
]
|
|
},
|
|
"upernet": {
|
|
"cityscapes": [
|
|
[
|
|
[
|
|
"UPerNet",
|
|
"R-50",
|
|
"512x1024",
|
|
40000,
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|
"6.4",
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|
4.250181636943019,
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|
77.096,
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78.3708722046974,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x1024_40k_cityscapes/upernet_r50_512x1024_40k_cityscapes_20200605_094827-aa54cb54.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x1024_40k_cityscapes/upernet_r50_512x1024_40k_cityscapes_20200605_094827.log.json)"
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|
],
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|
[
|
|
"UPerNet",
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|
"R-101",
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"512x1024",
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40000,
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"7.4",
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|
3.7930291329191848,
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78.689,
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80.10934950511658,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x1024_40k_cityscapes/upernet_r101_512x1024_40k_cityscapes_20200605_094933-ebce3b10.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x1024_40k_cityscapes/upernet_r101_512x1024_40k_cityscapes_20200605_094933.log.json)"
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|
],
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[
|
|
"UPerNet",
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|
"R-50",
|
|
"769x769",
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40000,
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|
"7.2",
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|
1.7640659185483825,
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|
77.97699999999999,
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79.70262909350413,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_769x769_40k_cityscapes/upernet_r50_769x769_40k_cityscapes_20200530_033048-92d21539.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_769x769_40k_cityscapes/upernet_r50_769x769_40k_cityscapes_20200530_033048.log.json)"
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],
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[
|
|
"UPerNet",
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"R-101",
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"769x769",
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40000,
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"8.4",
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1.5620856953198976,
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79.03099999999999,
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80.76684306267266,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_769x769_40k_cityscapes/upernet_r101_769x769_40k_cityscapes_20200530_040819-83c95d01.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_769x769_40k_cityscapes/upernet_r101_769x769_40k_cityscapes_20200530_040819.log.json)"
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],
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[
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"UPerNet",
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"R-50",
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"512x1024",
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80000,
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"-",
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"-",
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78.193,
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79.18874361591651,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x1024_80k_cityscapes/upernet_r50_512x1024_80k_cityscapes_20200607_052207-848beca8.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x1024_80k_cityscapes/upernet_r50_512x1024_80k_cityscapes_20200607_052207.log.json)"
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],
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[
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"UPerNet",
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"R-101",
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"512x1024",
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80000,
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"-",
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"-",
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79.396,
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80.45737464738971,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x1024_80k_cityscapes/upernet_r101_512x1024_80k_cityscapes_20200607_002403-f05f2345.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x1024_80k_cityscapes/upernet_r101_512x1024_80k_cityscapes_20200607_002403.log.json)"
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|
],
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[
|
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"UPerNet",
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"R-50",
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"769x769",
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80000,
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"-",
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"-",
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79.389,
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80.91628431360874,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_769x769_80k_cityscapes/upernet_r50_769x769_80k_cityscapes_20200607_005107-82ae7d15.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_769x769_80k_cityscapes/upernet_r50_769x769_80k_cityscapes_20200607_005107.log.json)"
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],
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[
|
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"UPerNet",
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"R-101",
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"769x769",
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80000,
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"-",
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"-",
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80.096,
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81.49282902181865,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_769x769_80k_cityscapes/upernet_r101_769x769_80k_cityscapes_20200607_001014-082fc334.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_769x769_80k_cityscapes/upernet_r101_769x769_80k_cityscapes_20200607_001014.log.json)"
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]
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],
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"voc12aug": [
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|
[
|
|
[
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"UPerNet",
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"R-50",
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"512x512",
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|
20000,
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"6.4",
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|
23.173912855179744,
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|
74.823,
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|
76.3452508971145,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x512_20k_voc12aug/upernet_r50_512x512_20k_voc12aug_20200617_165330-5b5890a7.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x512_20k_voc12aug/upernet_r50_512x512_20k_voc12aug_20200617_165330.log.json)"
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],
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[
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|
"UPerNet",
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"R-101",
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"512x512",
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20000,
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"7.5",
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|
19.980025806149488,
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|
77.096,
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78.28805607216208,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x512_20k_voc12aug/upernet_r101_512x512_20k_voc12aug_20200617_165629-f14e7f27.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x512_20k_voc12aug/upernet_r101_512x512_20k_voc12aug_20200617_165629.log.json)"
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],
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[
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"UPerNet",
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"R-50",
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"512x512",
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40000,
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"-",
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"-",
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75.921,
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77.43852589851066,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x512_40k_voc12aug/upernet_r50_512x512_40k_voc12aug_20200613_162257-ca9bcc6b.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x512_40k_voc12aug/upernet_r50_512x512_40k_voc12aug_20200613_162257.log.json)"
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],
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[
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|
"UPerNet",
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"R-101",
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"512x512",
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40000,
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"-",
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"-",
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77.432,
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78.55592324577675,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x512_40k_voc12aug/upernet_r101_512x512_40k_voc12aug_20200613_163549-e26476ac.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x512_40k_voc12aug/upernet_r101_512x512_40k_voc12aug_20200613_163549.log.json)"
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]
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]
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],
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"ade20k": [
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[
|
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[
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"UPerNet",
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"R-50",
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"512x512",
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80000,
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"8.1",
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|
23.404934213597443,
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|
40.704,
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41.80915610272295,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x512_80k_ade20k/upernet_r50_512x512_80k_ade20k_20200614_144127-ecc8377b.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x512_80k_ade20k/upernet_r50_512x512_80k_ade20k_20200614_144127.log.json)"
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],
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[
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"UPerNet",
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"R-101",
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"512x512",
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80000,
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"9.1",
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|
20.336544682582634,
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|
42.91,
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43.95794963214672,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x512_80k_ade20k/upernet_r101_512x512_80k_ade20k_20200614_185117-32e4db94.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x512_80k_ade20k/upernet_r101_512x512_80k_ade20k_20200614_185117.log.json)"
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],
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[
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"UPerNet",
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"R-50",
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"512x512",
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160000,
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"-",
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"-",
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42.05,
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42.784926632807014,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x512_160k_ade20k/upernet_r50_512x512_160k_ade20k_20200615_184328-8534de8d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r50_512x512_160k_ade20k/upernet_r50_512x512_160k_ade20k_20200615_184328.log.json)"
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],
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[
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"UPerNet",
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"R-101",
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"512x512",
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160000,
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"-",
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43.824999999999996,
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44.84822175137515,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x512_160k_ade20k/upernet_r101_512x512_160k_ade20k_20200615_161951-91b32684.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/upernet/upernet_r101_512x512_160k_ade20k/upernet_r101_512x512_160k_ade20k_20200615_161951.log.json)"
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]
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]
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]
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},
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"encnet": {
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"ade20k": [
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[
|
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[
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"encnet",
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"R-50-D8",
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"512x512",
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80000,
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"10.1",
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22.81234693333879,
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39.53,
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41.174465044693534,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_512x512_80k_ade20k/encnet_r50-d8_512x512_80k_ade20k_20200622_042412-44b46b04.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_512x512_80k_ade20k/encnet_r50-d8_512x512_80k_ade20k-20200622_042412.log.json)"
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],
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[
|
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"encnet",
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"R-101-D8",
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"512x512",
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80000,
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14.8713593833497,
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42.108000000000004,
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43.60970109562513,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_512x512_80k_ade20k/encnet_r101-d8_512x512_80k_ade20k_20200622_101128-dd35e237.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_512x512_80k_ade20k/encnet_r101-d8_512x512_80k_ade20k-20200622_101128.log.json)"
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],
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[
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"encnet",
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"R-50-D8",
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"512x512",
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160000,
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"-",
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40.096,
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41.71317203062112,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_512x512_160k_ade20k/encnet_r50-d8_512x512_160k_ade20k_20200622_101059-b2db95e0.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_512x512_160k_ade20k/encnet_r50-d8_512x512_160k_ade20k-20200622_101059.log.json)"
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],
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[
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"encnet",
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"R-101-D8",
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160000,
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"-",
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42.61,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_512x512_160k_ade20k/encnet_r101-d8_512x512_160k_ade20k_20200622_073348-7989641f.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_512x512_160k_ade20k/encnet_r101-d8_512x512_160k_ade20k-20200622_073348.log.json)"
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"cityscapes": [
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[
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[
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40000,
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4.579766763724604,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_512x1024_40k_cityscapes/encnet_r50-d8_512x1024_40k_cityscapes_20200621_220958-68638a47.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_512x1024_40k_cityscapes/encnet_r50-d8_512x1024_40k_cityscapes-20200621_220958.log.json)"
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],
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[
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"encnet",
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"R-101-D8",
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40000,
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77.20722229497062,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_512x1024_40k_cityscapes/encnet_r101-d8_512x1024_40k_cityscapes_20200621_220933-35e0a3e8.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_512x1024_40k_cityscapes/encnet_r101-d8_512x1024_40k_cityscapes-20200621_220933.log.json)"
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],
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[
|
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"encnet",
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"R-50-D8",
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"769x769",
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40000,
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1.815523577456311,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_769x769_40k_cityscapes/encnet_r50-d8_769x769_40k_cityscapes_20200621_220958-3bcd2884.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_769x769_40k_cityscapes/encnet_r50-d8_769x769_40k_cityscapes-20200621_220958.log.json)"
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],
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[
|
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"encnet",
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"R-101-D8",
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|
"769x769",
|
|
40000,
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|
"13.7",
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|
1.2586694727171592,
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74.248,
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76.2517491915298,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_769x769_40k_cityscapes/encnet_r101-d8_769x769_40k_cityscapes_20200621_220933-2fafed55.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_769x769_40k_cityscapes/encnet_r101-d8_769x769_40k_cityscapes-20200621_220933.log.json)"
|
|
],
|
|
[
|
|
"encnet",
|
|
"R-50-D8",
|
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"512x1024",
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80000,
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"-",
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"-",
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77.93900000000001,
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79.12604738206694,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_512x1024_80k_cityscapes/encnet_r50-d8_512x1024_80k_cityscapes_20200622_003554-fc5c5624.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_512x1024_80k_cityscapes/encnet_r50-d8_512x1024_80k_cityscapes-20200622_003554.log.json)"
|
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],
|
|
[
|
|
"encnet",
|
|
"R-101-D8",
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"512x1024",
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80000,
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"-",
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"-",
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78.55499999999999,
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79.46808306901366,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_512x1024_80k_cityscapes/encnet_r101-d8_512x1024_80k_cityscapes_20200622_003555-1de64bec.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_512x1024_80k_cityscapes/encnet_r101-d8_512x1024_80k_cityscapes-20200622_003555.log.json)"
|
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],
|
|
[
|
|
"encnet",
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|
"R-50-D8",
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"769x769",
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80000,
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"-",
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"-",
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77.444,
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78.71857972971966,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_769x769_80k_cityscapes/encnet_r50-d8_769x769_80k_cityscapes_20200622_003554-55096dcb.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r50-d8_769x769_80k_cityscapes/encnet_r50-d8_769x769_80k_cityscapes-20200622_003554.log.json)"
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|
],
|
|
[
|
|
"encnet",
|
|
"R-101-D8",
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"769x769",
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80000,
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"-",
|
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"-",
|
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76.099,
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76.97183988185541,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_769x769_80k_cityscapes/encnet_r101-d8_769x769_80k_cityscapes_20200622_003555-470ef79d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/encnet/encnet_r101-d8_769x769_80k_cityscapes/encnet_r101-d8_769x769_80k_cityscapes-20200622_003555.log.json)"
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]
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]
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]
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},
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"psanet": {
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|
"voc12aug": [
|
|
[
|
|
[
|
|
"PSANet",
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"R-50-D8",
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"512x512",
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20000,
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"6.9",
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18.243332440478824,
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76.393,
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77.3406686160825,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x512_20k_voc12aug/psanet_r50-d8_512x512_20k_voc12aug_20200617_102413-2f1bbaa1.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x512_20k_voc12aug/psanet_r50-d8_512x512_20k_voc12aug_20200617_102413.log.json)"
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],
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[
|
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"PSANet",
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"R-101-D8",
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"512x512",
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20000,
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"10.4",
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12.62519076615176,
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77.90700000000001,
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79.30352112599553,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x512_20k_voc12aug/psanet_r101-d8_512x512_20k_voc12aug_20200617_110624-946fef11.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x512_20k_voc12aug/psanet_r101-d8_512x512_20k_voc12aug_20200617_110624.log.json)"
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],
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[
|
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"PSANet",
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"R-50-D8",
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"512x512",
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40000,
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"-",
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"-",
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76.305,
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77.35064085992029,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x512_40k_voc12aug/psanet_r50-d8_512x512_40k_voc12aug_20200613_161946-f596afb5.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x512_40k_voc12aug/psanet_r50-d8_512x512_40k_voc12aug_20200613_161946.log.json)"
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],
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[
|
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"PSANet",
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"R-101-D8",
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"512x512",
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40000,
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"-",
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"-",
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77.73400000000001,
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79.0523901742458,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x512_40k_voc12aug/psanet_r101-d8_512x512_40k_voc12aug_20200613_161946-1f560f9e.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x512_40k_voc12aug/psanet_r101-d8_512x512_40k_voc12aug_20200613_161946.log.json)"
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]
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]
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],
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"cityscapes": [
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[
|
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[
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"PSANet",
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"R-50-D8",
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"512x1024",
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40000,
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"7.0",
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3.1667705694500796,
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77.628,
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79.0422496865149,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x1024_40k_cityscapes/psanet_r50-d8_512x1024_40k_cityscapes_20200606_103117-99fac37c.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x1024_40k_cityscapes/psanet_r50-d8_512x1024_40k_cityscapes_20200606_103117.log.json)"
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],
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[
|
|
"PSANet",
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"R-101-D8",
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"512x1024",
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40000,
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"10.5",
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2.2037021448307477,
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79.13900000000001,
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80.19378817152979,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x1024_40k_cityscapes/psanet_r101-d8_512x1024_40k_cityscapes_20200606_001418-27b9cfa7.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x1024_40k_cityscapes/psanet_r101-d8_512x1024_40k_cityscapes_20200606_001418.log.json)"
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],
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[
|
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"PSANet",
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"R-50-D8",
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"769x769",
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40000,
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"7.9",
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1.4027260879051224,
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77.991,
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79.63690034167004,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_769x769_40k_cityscapes/psanet_r50-d8_769x769_40k_cityscapes_20200530_033717-d5365506.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_769x769_40k_cityscapes/psanet_r50-d8_769x769_40k_cityscapes_20200530_033717.log.json)"
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],
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[
|
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"PSANet",
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"R-101-D8",
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"769x769",
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40000,
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"11.9",
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0.9842023985382289,
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78.432,
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80.26050149532226,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_769x769_40k_cityscapes/psanet_r101-d8_769x769_40k_cityscapes_20200530_035107-997da1e6.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_769x769_40k_cityscapes/psanet_r101-d8_769x769_40k_cityscapes_20200530_035107.log.json)"
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],
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[
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"PSANet",
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"R-50-D8",
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"512x1024",
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80000,
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"-",
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"-",
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77.239,
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78.69336591221833,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x1024_80k_cityscapes/psanet_r50-d8_512x1024_80k_cityscapes_20200606_161842-ab60a24f.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x1024_80k_cityscapes/psanet_r50-d8_512x1024_80k_cityscapes_20200606_161842.log.json)"
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],
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[
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"PSANet",
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"R-101-D8",
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"512x1024",
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80000,
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"-",
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"-",
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79.315,
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80.53461181920574,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x1024_80k_cityscapes/psanet_r101-d8_512x1024_80k_cityscapes_20200606_161823-0f73a169.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x1024_80k_cityscapes/psanet_r101-d8_512x1024_80k_cityscapes_20200606_161823.log.json)"
|
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],
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[
|
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"PSANet",
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"R-50-D8",
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"769x769",
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80000,
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"-",
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"-",
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79.315,
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80.91271206157141,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_769x769_80k_cityscapes/psanet_r50-d8_769x769_80k_cityscapes_20200606_225134-fe42f49e.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_769x769_80k_cityscapes/psanet_r50-d8_769x769_80k_cityscapes_20200606_225134.log.json)"
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],
|
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[
|
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"PSANet",
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"R-101-D8",
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"769x769",
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80000,
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"-",
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"-",
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79.687,
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80.88962393764702,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_769x769_80k_cityscapes/psanet_r101-d8_769x769_80k_cityscapes_20200606_214550-7665827b.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_769x769_80k_cityscapes/psanet_r101-d8_769x769_80k_cityscapes_20200606_214550.log.json)"
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]
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]
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],
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"ade20k": [
|
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[
|
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[
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"PSANet",
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"R-50-D8",
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"512x512",
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80000,
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"9.0",
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18.906812073042055,
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41.141,
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41.91306881085375,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x512_80k_ade20k/psanet_r50-d8_512x512_80k_ade20k_20200614_144141-835e4b97.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x512_80k_ade20k/psanet_r50-d8_512x512_80k_ade20k_20200614_144141.log.json)"
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],
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[
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"PSANet",
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"R-101-D8",
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"512x512",
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80000,
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13.12564520230877,
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43.797999999999995,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x512_80k_ade20k/psanet_r101-d8_512x512_80k_ade20k_20200614_185117-1fab60d4.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x512_80k_ade20k/psanet_r101-d8_512x512_80k_ade20k_20200614_185117.log.json)"
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],
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[
|
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"PSANet",
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"R-50-D8",
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"512x512",
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160000,
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"-",
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41.668,
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42.950020936188984,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x512_160k_ade20k/psanet_r50-d8_512x512_160k_ade20k_20200615_161258-148077dd.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r50-d8_512x512_160k_ade20k/psanet_r50-d8_512x512_160k_ade20k_20200615_161258.log.json)"
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],
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[
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"PSANet",
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"R-101-D8",
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"512x512",
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160000,
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43.742999999999995,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x512_160k_ade20k/psanet_r101-d8_512x512_160k_ade20k_20200615_161537-dbfa564c.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/psanet/psanet_r101-d8_512x512_160k_ade20k/psanet_r101-d8_512x512_160k_ade20k_20200615_161537.log.json)"
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},
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"danet": {
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"voc12aug": [
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[
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[
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"512x512",
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20000,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x512_20k_voc12aug/danet_r50-d8_512x512_20k_voc12aug_20200618_070026-9e9e3ab3.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x512_20k_voc12aug/danet_r50-d8_512x512_20k_voc12aug_20200618_070026.log.json)"
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],
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[
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"DANet",
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"R-101-D8",
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76.024,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x512_20k_voc12aug/danet_r101-d8_512x512_20k_voc12aug_20200618_070026-d48d23b2.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x512_20k_voc12aug/danet_r101-d8_512x512_20k_voc12aug_20200618_070026.log.json)"
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],
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[
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"DANet",
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40000,
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"-",
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76.371,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x512_40k_voc12aug/danet_r50-d8_512x512_40k_voc12aug_20200613_235526-426e3a64.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x512_40k_voc12aug/danet_r50-d8_512x512_40k_voc12aug_20200613_235526.log.json)"
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[
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x512_40k_voc12aug/danet_r101-d8_512x512_40k_voc12aug_20200613_223031-788e232a.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x512_40k_voc12aug/danet_r101-d8_512x512_40k_voc12aug_20200613_223031.log.json)"
|
|
]
|
|
]
|
|
],
|
|
"ade20k": [
|
|
[
|
|
[
|
|
"DANet",
|
|
"R-50-D8",
|
|
"512x512",
|
|
80000,
|
|
"11.5",
|
|
21.197953173726543,
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|
41.662,
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|
42.90219783063448,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x512_80k_ade20k/danet_r50-d8_512x512_80k_ade20k_20200615_015125-edb18e08.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x512_80k_ade20k/danet_r50-d8_512x512_80k_ade20k_20200615_015125.log.json)"
|
|
],
|
|
[
|
|
"DANet",
|
|
"R-101-D8",
|
|
"512x512",
|
|
80000,
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|
"15.0",
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|
14.176784169645225,
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|
43.645,
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|
45.19098849554861,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x512_80k_ade20k/danet_r101-d8_512x512_80k_ade20k_20200615_015126-d0357c73.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x512_80k_ade20k/danet_r101-d8_512x512_80k_ade20k_20200615_015126.log.json)"
|
|
],
|
|
[
|
|
"DANet",
|
|
"R-50-D8",
|
|
"512x512",
|
|
160000,
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|
"-",
|
|
"-",
|
|
42.449999999999996,
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|
43.251880532863545,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x512_160k_ade20k/danet_r50-d8_512x512_160k_ade20k_20200616_082340-9cb35dcd.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x512_160k_ade20k/danet_r50-d8_512x512_160k_ade20k_20200616_082340.log.json)"
|
|
],
|
|
[
|
|
"DANet",
|
|
"R-101-D8",
|
|
"512x512",
|
|
160000,
|
|
"-",
|
|
"-",
|
|
44.171,
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|
45.016860694179314,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x512_160k_ade20k/danet_r101-d8_512x512_160k_ade20k_20200616_082348-23bf12f9.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x512_160k_ade20k/danet_r101-d8_512x512_160k_ade20k_20200616_082348.log.json)"
|
|
]
|
|
]
|
|
],
|
|
"cityscapes": [
|
|
[
|
|
[
|
|
"DANet",
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|
"R-50-D8",
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|
"512x1024",
|
|
40000,
|
|
"7.4",
|
|
2.655504792992914,
|
|
78.741,
|
|
"-",
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x1024_40k_cityscapes/danet_r50-d8_512x1024_40k_cityscapes_20200605_191324-c0dbfa5f.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x1024_40k_cityscapes/danet_r50-d8_512x1024_40k_cityscapes_20200605_191324.log.json)"
|
|
],
|
|
[
|
|
"DANet",
|
|
"R-101-D8",
|
|
"512x1024",
|
|
40000,
|
|
"10.9",
|
|
1.9939886829099438,
|
|
80.521,
|
|
"-",
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x1024_40k_cityscapes/danet_r101-d8_512x1024_40k_cityscapes_20200605_200831-c57a7157.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x1024_40k_cityscapes/danet_r101-d8_512x1024_40k_cityscapes_20200605_200831.log.json)"
|
|
],
|
|
[
|
|
"DANet",
|
|
"R-50-D8",
|
|
"769x769",
|
|
40000,
|
|
"8.8",
|
|
1.5557926799730137,
|
|
78.88,
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|
80.61866776927825,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_769x769_40k_cityscapes/danet_r50-d8_769x769_40k_cityscapes_20200530_025703-76681c60.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_769x769_40k_cityscapes/danet_r50-d8_769x769_40k_cityscapes_20200530_025703.log.json)"
|
|
],
|
|
[
|
|
"DANet",
|
|
"R-101-D8",
|
|
"769x769",
|
|
40000,
|
|
"12.8",
|
|
1.0655867297959223,
|
|
79.88199999999999,
|
|
81.46525733416875,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_769x769_40k_cityscapes/danet_r101-d8_769x769_40k_cityscapes_20200530_025717-dcb7fd4e.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_769x769_40k_cityscapes/danet_r101-d8_769x769_40k_cityscapes_20200530_025717.log.json)"
|
|
],
|
|
[
|
|
"DANet",
|
|
"R-50-D8",
|
|
"512x1024",
|
|
80000,
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|
"-",
|
|
"-",
|
|
79.336,
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|
"-",
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x1024_80k_cityscapes/danet_r50-d8_512x1024_80k_cityscapes_20200607_133029-2bfa2293.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_512x1024_80k_cityscapes/danet_r50-d8_512x1024_80k_cityscapes_20200607_133029.log.json)"
|
|
],
|
|
[
|
|
"DANet",
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|
"R-101-D8",
|
|
"512x1024",
|
|
80000,
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|
"-",
|
|
"-",
|
|
80.413,
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|
"-",
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x1024_80k_cityscapes/danet_r101-d8_512x1024_80k_cityscapes_20200607_132918-955e6350.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_512x1024_80k_cityscapes/danet_r101-d8_512x1024_80k_cityscapes_20200607_132918.log.json)"
|
|
],
|
|
[
|
|
"DANet",
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|
"R-50-D8",
|
|
"769x769",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
79.274,
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|
80.96441839831498,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_769x769_80k_cityscapes/danet_r50-d8_769x769_80k_cityscapes_20200607_132954-495689b4.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r50-d8_769x769_80k_cityscapes/danet_r50-d8_769x769_80k_cityscapes_20200607_132954.log.json)"
|
|
],
|
|
[
|
|
"DANet",
|
|
"R-101-D8",
|
|
"769x769",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
80.471,
|
|
82.020171090948,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_769x769_80k_cityscapes/danet_r101-d8_769x769_80k_cityscapes_20200607_132918-f3a929e7.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/danet/danet_r101-d8_769x769_80k_cityscapes/danet_r101-d8_769x769_80k_cityscapes_20200607_132918.log.json)"
|
|
]
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|
]
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|
]
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|
},
|
|
"hrnet": {
|
|
"voc12aug": [
|
|
[
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W18-Small",
|
|
"512x512",
|
|
20000,
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|
"1.8",
|
|
43.364505532130885,
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|
65.201,
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|
68.55284135943813,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x512_20k_voc12aug/fcn_hr18s_512x512_20k_voc12aug_20200617_224503-56e36088.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x512_20k_voc12aug/fcn_hr18s_512x512_20k_voc12aug_20200617_224503.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W18",
|
|
"512x512",
|
|
20000,
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|
"2.9",
|
|
23.482760884011036,
|
|
72.303,
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|
74.70589725240711,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x512_20k_voc12aug/fcn_hr18_512x512_20k_voc12aug_20200617_224503-488d45f7.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x512_20k_voc12aug/fcn_hr18_512x512_20k_voc12aug_20200617_224503.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W48",
|
|
"512x512",
|
|
20000,
|
|
"6.2",
|
|
22.047745500601465,
|
|
75.87,
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|
78.57597654496765,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x512_20k_voc12aug/fcn_hr48_512x512_20k_voc12aug_20200617_224419-89de05cd.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x512_20k_voc12aug/fcn_hr48_512x512_20k_voc12aug_20200617_224419.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W18-Small",
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|
"512x512",
|
|
40000,
|
|
"-",
|
|
"-",
|
|
66.61200000000001,
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|
70.0031319918366,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x512_40k_voc12aug/fcn_hr18s_512x512_40k_voc12aug_20200614_000648-4f8d6e7f.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x512_40k_voc12aug/fcn_hr18s_512x512_40k_voc12aug_20200614_000648.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W18",
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|
"512x512",
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|
40000,
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|
"-",
|
|
"-",
|
|
72.904,
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|
75.58601750093821,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x512_40k_voc12aug/fcn_hr18_512x512_40k_voc12aug_20200613_224401-1b4b76cd.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x512_40k_voc12aug/fcn_hr18_512x512_40k_voc12aug_20200613_224401.log.json)"
|
|
],
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|
[
|
|
"FCN",
|
|
"HRNetV2p-W48",
|
|
"512x512",
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|
40000,
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|
"-",
|
|
"-",
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|
76.237,
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|
78.48754167864209,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x512_40k_voc12aug/fcn_hr48_512x512_40k_voc12aug_20200613_222111-1b0f18bc.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x512_40k_voc12aug/fcn_hr48_512x512_40k_voc12aug_20200613_222111.log.json)"
|
|
]
|
|
]
|
|
],
|
|
"cityscapes": [
|
|
[
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W18-Small",
|
|
"512x1024",
|
|
40000,
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|
"1.7",
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|
23.74297838183743,
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|
73.859,
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75.90997145624684,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x1024_40k_cityscapes/fcn_hr18s_512x1024_40k_cityscapes_20200601_014216-93db27d0.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x1024_40k_cityscapes/fcn_hr18s_512x1024_40k_cityscapes_20200601_014216.log.json)"
|
|
],
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[
|
|
"FCN",
|
|
"HRNetV2p-W18",
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|
"512x1024",
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40000,
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"2.9",
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|
12.96853348364565,
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|
77.188,
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78.91665724639267,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x1024_40k_cityscapes/fcn_hr18_512x1024_40k_cityscapes_20200601_014216-f196fb4e.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x1024_40k_cityscapes/fcn_hr18_512x1024_40k_cityscapes_20200601_014216.log.json)"
|
|
],
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[
|
|
"FCN",
|
|
"HRNetV2p-W48",
|
|
"512x1024",
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|
40000,
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|
"6.2",
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|
6.421700443191522,
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|
78.483,
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79.69458922303686,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x1024_40k_cityscapes/fcn_hr48_512x1024_40k_cityscapes_20200601_014240-a989b146.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x1024_40k_cityscapes/fcn_hr48_512x1024_40k_cityscapes_20200601_014240.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W18-Small",
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|
"512x1024",
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80000,
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"-",
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"-",
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75.306,
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77.47890927385332,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x1024_80k_cityscapes/fcn_hr18s_512x1024_80k_cityscapes_20200601_202700-1462b75d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x1024_80k_cityscapes/fcn_hr18s_512x1024_80k_cityscapes_20200601_202700.log.json)"
|
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],
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|
[
|
|
"FCN",
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|
"HRNetV2p-W18",
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"512x1024",
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|
80000,
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"-",
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"-",
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78.64999999999999,
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80.35059171130018,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x1024_80k_cityscapes/fcn_hr18_512x1024_80k_cityscapes_20200601_223255-4e7b345e.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x1024_80k_cityscapes/fcn_hr18_512x1024_80k_cityscapes_20200601_223255.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W48",
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"512x1024",
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80000,
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"-",
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"-",
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79.928,
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80.71977327982115,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x1024_80k_cityscapes/fcn_hr48_512x1024_80k_cityscapes_20200601_202606-58ea95d6.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x1024_80k_cityscapes/fcn_hr48_512x1024_80k_cityscapes_20200601_202606.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W18-Small",
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|
"512x1024",
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|
160000,
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|
"-",
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"-",
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76.312,
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78.31118288010825,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x1024_160k_cityscapes/fcn_hr18s_512x1024_160k_cityscapes_20200602_190901-4a0797ea.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x1024_160k_cityscapes/fcn_hr18s_512x1024_160k_cityscapes_20200602_190901.log.json)"
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],
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|
[
|
|
"FCN",
|
|
"HRNetV2p-W18",
|
|
"512x1024",
|
|
160000,
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|
"-",
|
|
"-",
|
|
78.797,
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|
80.74329822797024,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x1024_160k_cityscapes/fcn_hr18_512x1024_160k_cityscapes_20200602_190822-221e4a4f.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x1024_160k_cityscapes/fcn_hr18_512x1024_160k_cityscapes_20200602_190822.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W48",
|
|
"512x1024",
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|
160000,
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|
"-",
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|
"-",
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|
80.651,
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|
81.92482068666172,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x1024_160k_cityscapes/fcn_hr48_512x1024_160k_cityscapes_20200602_190946-59b7973e.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x1024_160k_cityscapes/fcn_hr48_512x1024_160k_cityscapes_20200602_190946.log.json)"
|
|
]
|
|
]
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|
],
|
|
"ade20k": [
|
|
[
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W18-Small",
|
|
"512x512",
|
|
80000,
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|
"3.8",
|
|
38.65539699852906,
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|
31.384,
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|
32.452806656988855,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x512_80k_ade20k/fcn_hr18s_512x512_80k_ade20k_20200614_144345-77fc814a.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x512_80k_ade20k/fcn_hr18s_512x512_80k_ade20k_20200614_144345.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W18",
|
|
"512x512",
|
|
80000,
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|
"4.9",
|
|
22.569194335083992,
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|
35.515,
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|
36.804822066348805,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x512_80k_ade20k/fcn_hr18_512x512_80k_ade20k_20200614_185145-66f20cb7.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x512_80k_ade20k/fcn_hr18_512x512_80k_ade20k_20200614_185145.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W48",
|
|
"512x512",
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|
80000,
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|
"8.2",
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|
21.234892591194093,
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|
41.897,
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|
43.26888294374513,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x512_80k_ade20k/fcn_hr48_512x512_80k_ade20k_20200614_193946-7ba5258d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x512_80k_ade20k/fcn_hr48_512x512_80k_ade20k_20200614_193946.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W18-Small",
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|
"512x512",
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|
160000,
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|
"-",
|
|
"-",
|
|
32.995000000000005,
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|
34.547964211800654,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x512_160k_ade20k/fcn_hr18s_512x512_160k_ade20k_20200614_214413-870f65ac.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18s_512x512_160k_ade20k/fcn_hr18s_512x512_160k_ade20k_20200614_214413.log.json)"
|
|
],
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|
[
|
|
"FCN",
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|
"HRNetV2p-W18",
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|
"512x512",
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160000,
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|
"-",
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|
"-",
|
|
36.786,
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|
38.58485577782462,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x512_160k_ade20k/fcn_hr18_512x512_160k_ade20k_20200614_214426-ca961836.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr18_512x512_160k_ade20k/fcn_hr18_512x512_160k_ade20k_20200614_214426.log.json)"
|
|
],
|
|
[
|
|
"FCN",
|
|
"HRNetV2p-W48",
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|
"512x512",
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|
160000,
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|
"-",
|
|
"-",
|
|
42.018,
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|
43.86047333076445,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x512_160k_ade20k/fcn_hr48_512x512_160k_ade20k_20200614_214407-a52fc02c.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/hrnet/fcn_hr48_512x512_160k_ade20k/fcn_hr48_512x512_160k_ade20k_20200614_214407.log.json)"
|
|
]
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|
]
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|
]
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|
},
|
|
"ann": {
|
|
"ade20k": [
|
|
[
|
|
[
|
|
"ANN",
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|
"R-50-D8",
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|
"512x512",
|
|
80000,
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|
"9.1",
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|
21.01150654479224,
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|
41.008,
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|
42.299370248011755,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x512_80k_ade20k/ann_r50-d8_512x512_80k_ade20k_20200615_014818-26f75e11.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x512_80k_ade20k/ann_r50-d8_512x512_80k_ade20k_20200615_014818.log.json)"
|
|
],
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|
[
|
|
"ANN",
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|
"R-101-D8",
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|
"512x512",
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|
80000,
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|
"12.5",
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|
14.116439500308603,
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|
42.939,
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|
44.180116688803125,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x512_80k_ade20k/ann_r101-d8_512x512_80k_ade20k_20200615_014818-c0153543.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x512_80k_ade20k/ann_r101-d8_512x512_80k_ade20k_20200615_014818.log.json)"
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|
],
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|
[
|
|
"ANN",
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|
"R-50-D8",
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|
"512x512",
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|
160000,
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|
"-",
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|
"-",
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|
41.744,
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|
42.61939537832803,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x512_160k_ade20k/ann_r50-d8_512x512_160k_ade20k_20200615_231733-892247bc.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x512_160k_ade20k/ann_r50-d8_512x512_160k_ade20k_20200615_231733.log.json)"
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],
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[
|
|
"ANN",
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|
"R-101-D8",
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|
"512x512",
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160000,
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|
"-",
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|
"-",
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|
42.936,
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|
44.05749393457835,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x512_160k_ade20k/ann_r101-d8_512x512_160k_ade20k_20200615_231733-955eb1ec.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x512_160k_ade20k/ann_r101-d8_512x512_160k_ade20k_20200615_231733.log.json)"
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|
]
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]
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],
|
|
"cityscapes": [
|
|
[
|
|
[
|
|
"ANN",
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|
"R-50-D8",
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|
"512x1024",
|
|
40000,
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|
"6.0",
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|
3.7066015347562153,
|
|
77.402,
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|
78.56666466963291,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x1024_40k_cityscapes/ann_r50-d8_512x1024_40k_cityscapes_20200605_095211-049fc292.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x1024_40k_cityscapes/ann_r50-d8_512x1024_40k_cityscapes_20200605_095211.log.json)"
|
|
],
|
|
[
|
|
"ANN",
|
|
"R-101-D8",
|
|
"512x1024",
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|
40000,
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|
"9.5",
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|
2.5468121299522504,
|
|
76.553,
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|
78.85000230335912,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x1024_40k_cityscapes/ann_r101-d8_512x1024_40k_cityscapes_20200605_095243-adf6eece.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x1024_40k_cityscapes/ann_r101-d8_512x1024_40k_cityscapes_20200605_095243.log.json)"
|
|
],
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|
[
|
|
"ANN",
|
|
"R-50-D8",
|
|
"769x769",
|
|
40000,
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|
"6.8",
|
|
1.6951337367703907,
|
|
78.89399999999999,
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|
80.45833256780746,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_769x769_40k_cityscapes/ann_r50-d8_769x769_40k_cityscapes_20200530_025712-2b46b04d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_769x769_40k_cityscapes/ann_r50-d8_769x769_40k_cityscapes_20200530_025712.log.json)"
|
|
],
|
|
[
|
|
"ANN",
|
|
"R-101-D8",
|
|
"769x769",
|
|
40000,
|
|
"10.7",
|
|
1.1484480822281227,
|
|
79.325,
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|
80.94411938511638,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_769x769_40k_cityscapes/ann_r101-d8_769x769_40k_cityscapes_20200530_025720-059bff28.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_769x769_40k_cityscapes/ann_r101-d8_769x769_40k_cityscapes_20200530_025720.log.json)"
|
|
],
|
|
[
|
|
"ANN",
|
|
"R-50-D8",
|
|
"512x1024",
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|
80000,
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|
"-",
|
|
"-",
|
|
77.345,
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|
78.65222072634322,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x1024_80k_cityscapes/ann_r50-d8_512x1024_80k_cityscapes_20200607_101911-5a9ad545.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x1024_80k_cityscapes/ann_r50-d8_512x1024_80k_cityscapes_20200607_101911.log.json)"
|
|
],
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[
|
|
"ANN",
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|
"R-101-D8",
|
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"512x1024",
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80000,
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|
"-",
|
|
"-",
|
|
77.137,
|
|
78.81361594500169,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x1024_80k_cityscapes/ann_r101-d8_512x1024_80k_cityscapes_20200607_013728-aceccc6e.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x1024_80k_cityscapes/ann_r101-d8_512x1024_80k_cityscapes_20200607_013728.log.json)"
|
|
],
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|
[
|
|
"ANN",
|
|
"R-50-D8",
|
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"769x769",
|
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80000,
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"-",
|
|
"-",
|
|
78.879,
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|
80.5665089108356,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_769x769_80k_cityscapes/ann_r50-d8_769x769_80k_cityscapes_20200607_044426-cc7ff323.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_769x769_80k_cityscapes/ann_r50-d8_769x769_80k_cityscapes_20200607_044426.log.json)"
|
|
],
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[
|
|
"ANN",
|
|
"R-101-D8",
|
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"769x769",
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80000,
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|
"-",
|
|
"-",
|
|
78.803,
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80.34287446616453,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_769x769_80k_cityscapes/ann_r101-d8_769x769_80k_cityscapes_20200607_013713-a9d4be8d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_769x769_80k_cityscapes/ann_r101-d8_769x769_80k_cityscapes_20200607_013713.log.json)"
|
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]
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]
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],
|
|
"voc12aug": [
|
|
[
|
|
[
|
|
"ANN",
|
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"R-50-D8",
|
|
"512x512",
|
|
20000,
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|
"6.0",
|
|
20.919551932584206,
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|
74.86,
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76.12674212435266,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x512_20k_voc12aug/ann_r50-d8_512x512_20k_voc12aug_20200617_222246-dfcb1c62.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x512_20k_voc12aug/ann_r50-d8_512x512_20k_voc12aug_20200617_222246.log.json)"
|
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],
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[
|
|
"ANN",
|
|
"R-101-D8",
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"512x512",
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20000,
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"9.5",
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13.944150769190673,
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77.47,
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78.69711736662727,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x512_20k_voc12aug/ann_r101-d8_512x512_20k_voc12aug_20200617_222246-2fad0042.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x512_20k_voc12aug/ann_r101-d8_512x512_20k_voc12aug_20200617_222246.log.json)"
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],
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[
|
|
"ANN",
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"R-50-D8",
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"512x512",
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40000,
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"-",
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"-",
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76.556,
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77.5139251733015,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x512_40k_voc12aug/ann_r50-d8_512x512_40k_voc12aug_20200613_231314-b5dac322.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r50-d8_512x512_40k_voc12aug/ann_r50-d8_512x512_40k_voc12aug_20200613_231314.log.json)"
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[
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"ANN",
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"R-101-D8",
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"512x512",
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40000,
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"-",
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"-",
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76.69500000000001,
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78.05579776330663,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x512_40k_voc12aug/ann_r101-d8_512x512_40k_voc12aug_20200613_231314-bd205bbe.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/ann/ann_r101-d8_512x512_40k_voc12aug/ann_r101-d8_512x512_40k_voc12aug_20200613_231314.log.json)"
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]
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]
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|
]
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|
},
|
|
"pspnet": {
|
|
"ade20k": [
|
|
[
|
|
[
|
|
"PSPNet",
|
|
"R-50-D8",
|
|
"512x512",
|
|
80000,
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"8.5",
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23.526579373672153,
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41.134,
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41.941132390638955,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x512_80k_ade20k/pspnet_r50-d8_512x512_80k_ade20k_20200615_014128-15a8b914.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x512_80k_ade20k/pspnet_r50-d8_512x512_80k_ade20k_20200615_014128.log.json)"
|
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],
|
|
[
|
|
"PSPNet",
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"R-101-D8",
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"512x512",
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80000,
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|
15.301938618847755,
|
|
43.57,
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44.354975719492394,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x512_80k_ade20k/pspnet_r101-d8_512x512_80k_ade20k_20200614_031423-b6e782f0.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x512_80k_ade20k/pspnet_r101-d8_512x512_80k_ade20k_20200614_031423.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-50-D8",
|
|
"512x512",
|
|
160000,
|
|
"-",
|
|
"-",
|
|
42.477,
|
|
43.441892719742064,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x512_160k_ade20k/pspnet_r50-d8_512x512_160k_ade20k_20200615_184358-1890b0bd.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x512_160k_ade20k/pspnet_r50-d8_512x512_160k_ade20k_20200615_184358.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-101-D8",
|
|
"512x512",
|
|
160000,
|
|
"-",
|
|
"-",
|
|
44.39,
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|
45.34825070704653,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x512_160k_ade20k/pspnet_r101-d8_512x512_160k_ade20k_20200615_100650-967c316f.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x512_160k_ade20k/pspnet_r101-d8_512x512_160k_ade20k_20200615_100650.log.json)"
|
|
]
|
|
]
|
|
],
|
|
"cityscapes": [
|
|
[
|
|
[
|
|
"PSPNet",
|
|
"R-50-D8",
|
|
"512x1024",
|
|
40000,
|
|
"6.1",
|
|
4.072768293326251,
|
|
77.848,
|
|
79.18377782829393,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x1024_40k_cityscapes/pspnet_r50-d8_512x1024_40k_cityscapes_20200605_003338-2966598c.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x1024_40k_cityscapes/pspnet_r50-d8_512x1024_40k_cityscapes_20200605_003338.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-101-D8",
|
|
"512x1024",
|
|
40000,
|
|
"9.6",
|
|
2.6817753401497195,
|
|
78.34,
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|
79.74414521564499,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x1024_40k_cityscapes/pspnet_r101-d8_512x1024_40k_cityscapes_20200604_232751-467e7cf4.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x1024_40k_cityscapes/pspnet_r101-d8_512x1024_40k_cityscapes_20200604_232751.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-50-D8",
|
|
"769x769",
|
|
40000,
|
|
"6.9",
|
|
1.7590560538055864,
|
|
78.262,
|
|
79.88301952959716,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_769x769_40k_cityscapes/pspnet_r50-d8_769x769_40k_cityscapes_20200606_112725-86638686.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_769x769_40k_cityscapes/pspnet_r50-d8_769x769_40k_cityscapes_20200606_112725.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-101-D8",
|
|
"769x769",
|
|
40000,
|
|
"10.9",
|
|
1.1539857289832562,
|
|
79.082,
|
|
80.2847015735947,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_769x769_40k_cityscapes/pspnet_r101-d8_769x769_40k_cityscapes_20200606_112753-61c6f5be.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_769x769_40k_cityscapes/pspnet_r101-d8_769x769_40k_cityscapes_20200606_112753.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-50-D8",
|
|
"512x1024",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
78.55199999999999,
|
|
79.79089188640063,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x1024_80k_cityscapes/pspnet_r50-d8_512x1024_80k_cityscapes_20200606_112131-2376f12b.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x1024_80k_cityscapes/pspnet_r50-d8_512x1024_80k_cityscapes_20200606_112131.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-101-D8",
|
|
"512x1024",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
79.756,
|
|
81.01164255858869,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x1024_80k_cityscapes/pspnet_r101-d8_512x1024_80k_cityscapes_20200606_112211-e1e1100f.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x1024_80k_cityscapes/pspnet_r101-d8_512x1024_80k_cityscapes_20200606_112211.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-50-D8",
|
|
"769x769",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
79.58800000000001,
|
|
80.68588581173638,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_769x769_80k_cityscapes/pspnet_r50-d8_769x769_80k_cityscapes_20200606_210121-5ccf03dd.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_769x769_80k_cityscapes/pspnet_r50-d8_769x769_80k_cityscapes_20200606_210121.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-101-D8",
|
|
"769x769",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
79.77499999999999,
|
|
81.05734239329955,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_769x769_80k_cityscapes/pspnet_r101-d8_769x769_80k_cityscapes_20200606_225055-dba412fa.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_769x769_80k_cityscapes/pspnet_r101-d8_769x769_80k_cityscapes_20200606_225055.log.json)"
|
|
]
|
|
]
|
|
],
|
|
"voc12aug": [
|
|
[
|
|
[
|
|
"PSPNet",
|
|
"R-50-D8",
|
|
"512x512",
|
|
20000,
|
|
"6.1",
|
|
23.594295286990285,
|
|
76.778,
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|
77.61449930304435,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x512_20k_voc12aug/pspnet_r50-d8_512x512_20k_voc12aug_20200617_101958-ed5dfbd9.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x512_20k_voc12aug/pspnet_r50-d8_512x512_20k_voc12aug_20200617_101958.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-101-D8",
|
|
"512x512",
|
|
20000,
|
|
"9.6",
|
|
15.016859227435978,
|
|
78.472,
|
|
79.24767235924098,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x512_20k_voc12aug/pspnet_r101-d8_512x512_20k_voc12aug_20200617_102003-4aef3c9a.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x512_20k_voc12aug/pspnet_r101-d8_512x512_20k_voc12aug_20200617_102003.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-50-D8",
|
|
"512x512",
|
|
40000,
|
|
"-",
|
|
"-",
|
|
77.294,
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|
78.48376581837772,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x512_40k_voc12aug/pspnet_r50-d8_512x512_40k_voc12aug_20200613_161222-ae9c1b8c.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r50-d8_512x512_40k_voc12aug/pspnet_r50-d8_512x512_40k_voc12aug_20200613_161222.log.json)"
|
|
],
|
|
[
|
|
"PSPNet",
|
|
"R-101-D8",
|
|
"512x512",
|
|
40000,
|
|
"-",
|
|
"-",
|
|
78.524,
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|
79.56722327765866,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x512_40k_voc12aug/pspnet_r101-d8_512x512_40k_voc12aug_20200613_161222-bc933b18.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/pspnet/pspnet_r101-d8_512x512_40k_voc12aug/pspnet_r101-d8_512x512_40k_voc12aug_20200613_161222.log.json)"
|
|
]
|
|
]
|
|
]
|
|
},
|
|
"deeplabv3": {
|
|
"voc12aug": [
|
|
[
|
|
[
|
|
"DeepLabV3",
|
|
"R-50-D8",
|
|
"512x512",
|
|
20000,
|
|
"6.1",
|
|
13.882586968538902,
|
|
76.17,
|
|
77.42428903363798,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x512_20k_voc12aug/deeplabv3_r50-d8_512x512_20k_voc12aug_20200617_010906-596905ef.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x512_20k_voc12aug/deeplabv3_r50-d8_512x512_20k_voc12aug_20200617_010906.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3",
|
|
"R-101-D8",
|
|
"512x512",
|
|
20000,
|
|
"9.6",
|
|
9.81331369081087,
|
|
78.704,
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|
79.9523799897917,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x512_20k_voc12aug/deeplabv3_r101-d8_512x512_20k_voc12aug_20200617_010932-8d13832f.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x512_20k_voc12aug/deeplabv3_r101-d8_512x512_20k_voc12aug_20200617_010932.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3",
|
|
"R-50-D8",
|
|
"512x512",
|
|
40000,
|
|
"-",
|
|
"-",
|
|
77.676,
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|
78.78389817782097,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x512_40k_voc12aug/deeplabv3_r50-d8_512x512_40k_voc12aug_20200613_161546-2ae96e7e.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x512_40k_voc12aug/deeplabv3_r50-d8_512x512_40k_voc12aug_20200613_161546.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3",
|
|
"R-101-D8",
|
|
"512x512",
|
|
40000,
|
|
"-",
|
|
"-",
|
|
77.923,
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|
79.17787250140825,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x512_40k_voc12aug/deeplabv3_r101-d8_512x512_40k_voc12aug_20200613_161432-0017d784.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x512_40k_voc12aug/deeplabv3_r101-d8_512x512_40k_voc12aug_20200613_161432.log.json)"
|
|
]
|
|
]
|
|
],
|
|
"cityscapes": [
|
|
[
|
|
[
|
|
"DeepLabV3",
|
|
"R-50-D8",
|
|
"512x1024",
|
|
40000,
|
|
"6.1",
|
|
2.57047659861635,
|
|
79.091,
|
|
80.4506523590434,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x1024_40k_cityscapes/deeplabv3_r50-d8_512x1024_40k_cityscapes_20200605_022449-acadc2f8.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x1024_40k_cityscapes/deeplabv3_r50-d8_512x1024_40k_cityscapes_20200605_022449.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3",
|
|
"R-101-D8",
|
|
"512x1024",
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|
40000,
|
|
"9.6",
|
|
1.9222440928636317,
|
|
77.121,
|
|
79.61407891260694,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x1024_40k_cityscapes/deeplabv3_r101-d8_512x1024_40k_cityscapes_20200605_012241-7fd3f799.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x1024_40k_cityscapes/deeplabv3_r101-d8_512x1024_40k_cityscapes_20200605_012241.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3",
|
|
"R-50-D8",
|
|
"769x769",
|
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40000,
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|
"6.9",
|
|
1.1119590479409436,
|
|
78.581,
|
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79.89433614719104,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_769x769_40k_cityscapes/deeplabv3_r50-d8_769x769_40k_cityscapes_20200606_113723-7eda553c.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_769x769_40k_cityscapes/deeplabv3_r50-d8_769x769_40k_cityscapes_20200606_113723.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3",
|
|
"R-101-D8",
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|
"769x769",
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|
40000,
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|
"10.9",
|
|
0.832582701195375,
|
|
79.27300000000001,
|
|
80.11177730128428,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_769x769_40k_cityscapes/deeplabv3_r101-d8_769x769_40k_cityscapes_20200606_113809-c64f889f.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_769x769_40k_cityscapes/deeplabv3_r101-d8_769x769_40k_cityscapes_20200606_113809.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3",
|
|
"R-50-D8",
|
|
"512x1024",
|
|
80000,
|
|
"-",
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|
"-",
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|
79.31700000000001,
|
|
80.56867900987751,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x1024_80k_cityscapes/deeplabv3_r50-d8_512x1024_80k_cityscapes_20200606_113404-b92cfdd4.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x1024_80k_cityscapes/deeplabv3_r50-d8_512x1024_80k_cityscapes_20200606_113404.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3",
|
|
"R-101-D8",
|
|
"512x1024",
|
|
80000,
|
|
"-",
|
|
"-",
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|
80.19500000000001,
|
|
81.21365141510776,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x1024_80k_cityscapes/deeplabv3_r101-d8_512x1024_80k_cityscapes_20200606_113503-9e428899.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x1024_80k_cityscapes/deeplabv3_r101-d8_512x1024_80k_cityscapes_20200606_113503.log.json)"
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|
],
|
|
[
|
|
"DeepLabV3",
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|
"R-50-D8",
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"769x769",
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|
80000,
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"-",
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|
"-",
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79.893,
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81.0599984851973,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_769x769_80k_cityscapes/deeplabv3_r50-d8_769x769_80k_cityscapes_20200606_221338-788d6228.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_769x769_80k_cityscapes/deeplabv3_r50-d8_769x769_80k_cityscapes_20200606_221338.log.json)"
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|
],
|
|
[
|
|
"DeepLabV3",
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|
"R-101-D8",
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"769x769",
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|
80000,
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"-",
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|
"-",
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|
79.668,
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|
80.81226045958836,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_769x769_80k_cityscapes/deeplabv3_r101-d8_769x769_80k_cityscapes_20200607_013353-60e95418.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_769x769_80k_cityscapes/deeplabv3_r101-d8_769x769_80k_cityscapes_20200607_013353.log.json)"
|
|
]
|
|
]
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|
],
|
|
"ade20k": [
|
|
[
|
|
[
|
|
"DeepLabV3",
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|
"R-50-D8",
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|
"512x512",
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|
80000,
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|
"8.9",
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|
14.763588319372595,
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|
42.422,
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|
43.27846378978279,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x512_80k_ade20k/deeplabv3_r50-d8_512x512_80k_ade20k_20200614_185028-0bb3f844.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x512_80k_ade20k/deeplabv3_r50-d8_512x512_80k_ade20k_20200614_185028.log.json)"
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|
],
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|
[
|
|
"DeepLabV3",
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|
"R-101-D8",
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|
"512x512",
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|
80000,
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|
"12.4",
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|
10.144087811258307,
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|
44.080999999999996,
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45.19313139034226,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x512_80k_ade20k/deeplabv3_r101-d8_512x512_80k_ade20k_20200615_021256-d89c7fa4.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x512_80k_ade20k/deeplabv3_r101-d8_512x512_80k_ade20k_20200615_021256.log.json)"
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|
],
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|
[
|
|
"DeepLabV3",
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|
"R-50-D8",
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|
"512x512",
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160000,
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|
"-",
|
|
"-",
|
|
42.657000000000004,
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|
44.08872105809725,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x512_160k_ade20k/deeplabv3_r50-d8_512x512_160k_ade20k_20200615_123227-5d0ee427.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r50-d8_512x512_160k_ade20k/deeplabv3_r50-d8_512x512_160k_ade20k_20200615_123227.log.json)"
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|
],
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|
[
|
|
"DeepLabV3",
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|
"R-101-D8",
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|
"512x512",
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|
160000,
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|
"-",
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|
"-",
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|
44.999,
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46.65804362786369,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x512_160k_ade20k/deeplabv3_r101-d8_512x512_160k_ade20k_20200615_105816-b1f72b3b.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3/deeplabv3_r101-d8_512x512_160k_ade20k/deeplabv3_r101-d8_512x512_160k_ade20k_20200615_105816.log.json)"
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]
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]
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]
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},
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|
"nonlocal_net": {
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|
"ade20k": [
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|
[
|
|
[
|
|
"NonLocal",
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|
"R-50-D8",
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|
"512x512",
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|
80000,
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|
"9.1",
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|
21.37048896225747,
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|
40.752,
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42.053557458158075,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x512_80k_ade20k/nonlocal_r50-d8_512x512_80k_ade20k_20200615_015801-5ae0aa33.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x512_80k_ade20k/nonlocal_r50-d8_512x512_80k_ade20k_20200615_015801.log.json)"
|
|
],
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|
[
|
|
"NonLocal",
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|
"R-101-D8",
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|
"512x512",
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80000,
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"12.6",
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|
13.965079302337752,
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|
42.896,
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44.26894963193766,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x512_80k_ade20k/nonlocal_r101-d8_512x512_80k_ade20k_20200615_015758-24105919.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x512_80k_ade20k/nonlocal_r101-d8_512x512_80k_ade20k_20200615_015758.log.json)"
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|
],
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|
[
|
|
"NonLocal",
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|
"R-50-D8",
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|
"512x512",
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|
160000,
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"-",
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|
"-",
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|
42.028,
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43.03561642742581,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x512_160k_ade20k/nonlocal_r50-d8_512x512_160k_ade20k_20200616_005410-baef45e3.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x512_160k_ade20k/nonlocal_r50-d8_512x512_160k_ade20k_20200616_005410.log.json)"
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|
],
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|
[
|
|
"NonLocal",
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|
"R-101-D8",
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"512x512",
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|
160000,
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|
"-",
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|
"-",
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43.361,
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44.82970596168541,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x512_160k_ade20k/nonlocal_r101-d8_512x512_160k_ade20k_20200616_003422-affd0f8d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x512_160k_ade20k/nonlocal_r101-d8_512x512_160k_ade20k_20200616_003422.log.json)"
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]
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]
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],
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|
"voc12aug": [
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|
[
|
|
[
|
|
"NonLocal",
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|
"R-50-D8",
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|
"512x512",
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|
20000,
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|
"6.4",
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|
21.213895119736144,
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|
76.199,
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|
77.11520756528137,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x512_20k_voc12aug/nonlocal_r50-d8_512x512_20k_voc12aug_20200617_222613-07f2a57c.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x512_20k_voc12aug/nonlocal_r50-d8_512x512_20k_voc12aug_20200617_222613.log.json)"
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|
],
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|
[
|
|
"NonLocal",
|
|
"R-101-D8",
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|
"512x512",
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|
20000,
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|
"9.8",
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|
14.009331593316489,
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|
78.146,
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|
78.86433067761453,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x512_20k_voc12aug/nonlocal_r101-d8_512x512_20k_voc12aug_20200617_222615-948c68ab.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x512_20k_voc12aug/nonlocal_r101-d8_512x512_20k_voc12aug_20200617_222615.log.json)"
|
|
],
|
|
[
|
|
"NonLocal",
|
|
"R-50-D8",
|
|
"512x512",
|
|
40000,
|
|
"-",
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|
"-",
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|
76.646,
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|
77.47020448125416,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x512_40k_voc12aug/nonlocal_r50-d8_512x512_40k_voc12aug_20200614_000028-0139d4a9.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x512_40k_voc12aug/nonlocal_r50-d8_512x512_40k_voc12aug_20200614_000028.log.json)"
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|
],
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|
[
|
|
"NonLocal",
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|
"R-101-D8",
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|
"512x512",
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|
40000,
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|
"-",
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|
"-",
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|
78.27300000000001,
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|
79.11788410243086,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x512_40k_voc12aug/nonlocal_r101-d8_512x512_40k_voc12aug_20200614_000028-7e5ff470.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x512_40k_voc12aug/nonlocal_r101-d8_512x512_40k_voc12aug_20200614_000028.log.json)"
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|
]
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|
]
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|
],
|
|
"cityscapes": [
|
|
[
|
|
[
|
|
"NonLocal",
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|
"R-50-D8",
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|
"512x1024",
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|
40000,
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|
"7.4",
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|
2.7236662742933437,
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|
78.237,
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|
"-",
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x1024_40k_cityscapes/nonlocal_r50-d8_512x1024_40k_cityscapes_20200605_210748-c75e81e3.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x1024_40k_cityscapes/nonlocal_r50-d8_512x1024_40k_cityscapes_20200605_210748.log.json)"
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|
],
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|
[
|
|
"NonLocal",
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|
"R-101-D8",
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|
"512x1024",
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40000,
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|
"10.9",
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|
1.9480966751075284,
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|
78.657,
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"-",
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x1024_40k_cityscapes/nonlocal_r101-d8_512x1024_40k_cityscapes_20200605_210748-d63729fa.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x1024_40k_cityscapes/nonlocal_r101-d8_512x1024_40k_cityscapes_20200605_210748.log.json)"
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],
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[
|
|
"NonLocal",
|
|
"R-50-D8",
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"769x769",
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40000,
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|
"8.9",
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|
1.5246259413816563,
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|
78.327,
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79.92096670245425,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_769x769_40k_cityscapes/nonlocal_r50-d8_769x769_40k_cityscapes_20200530_045243-82ef6749.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_769x769_40k_cityscapes/nonlocal_r50-d8_769x769_40k_cityscapes_20200530_045243.log.json)"
|
|
],
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|
[
|
|
"NonLocal",
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"R-101-D8",
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"769x769",
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40000,
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"12.8",
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|
1.0477751460724616,
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78.569,
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80.29003703614515,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_769x769_40k_cityscapes/nonlocal_r101-d8_769x769_40k_cityscapes_20200530_045348-8fe9a9dc.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_769x769_40k_cityscapes/nonlocal_r101-d8_769x769_40k_cityscapes_20200530_045348.log.json)"
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],
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[
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"NonLocal",
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"R-50-D8",
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"512x1024",
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80000,
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"-",
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"-",
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78.009,
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"-",
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x1024_80k_cityscapes/nonlocal_r50-d8_512x1024_80k_cityscapes_20200607_193518-d6839fae.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_512x1024_80k_cityscapes/nonlocal_r50-d8_512x1024_80k_cityscapes_20200607_193518.log.json)"
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],
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[
|
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"NonLocal",
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"R-101-D8",
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"512x1024",
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80000,
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"-",
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78.93,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x1024_80k_cityscapes/nonlocal_r101-d8_512x1024_80k_cityscapes_20200607_183411-32700183.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_512x1024_80k_cityscapes/nonlocal_r101-d8_512x1024_80k_cityscapes_20200607_183411.log.json)"
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],
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[
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"NonLocal",
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"R-50-D8",
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"769x769",
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80000,
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"-",
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"-",
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79.052,
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80.67913947439877,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_769x769_80k_cityscapes/nonlocal_r50-d8_769x769_80k_cityscapes_20200607_193506-1f9792f6.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r50-d8_769x769_80k_cityscapes/nonlocal_r50-d8_769x769_80k_cityscapes_20200607_193506.log.json)"
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],
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[
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"NonLocal",
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"R-101-D8",
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"769x769",
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80000,
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"-",
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"-",
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79.4,
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80.85278857807543,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_769x769_80k_cityscapes/nonlocal_r101-d8_769x769_80k_cityscapes_20200607_183428-0e1fa4f9.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/nonlocal_net/nonlocal_r101-d8_769x769_80k_cityscapes/nonlocal_r101-d8_769x769_80k_cityscapes_20200607_183428.log.json)"
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]
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]
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]
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|
},
|
|
"gcnet": {
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|
"voc12aug": [
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|
[
|
|
[
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"GCNet",
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"R-50-D8",
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"512x512",
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20000,
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|
23.350259534912006,
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76.42099999999999,
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77.50740243914798,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x512_20k_voc12aug/gcnet_r50-d8_512x512_20k_voc12aug_20200617_165701-3cbfdab1.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x512_20k_voc12aug/gcnet_r50-d8_512x512_20k_voc12aug_20200617_165701.log.json)"
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],
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[
|
|
"GCNet",
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"R-101-D8",
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"512x512",
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20000,
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14.799942609024914,
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77.40700000000001,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x512_20k_voc12aug/gcnet_r101-d8_512x512_20k_voc12aug_20200617_165713-6c720aa9.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x512_20k_voc12aug/gcnet_r101-d8_512x512_20k_voc12aug_20200617_165713.log.json)"
|
|
],
|
|
[
|
|
"GCNet",
|
|
"R-50-D8",
|
|
"512x512",
|
|
40000,
|
|
"-",
|
|
"-",
|
|
76.238,
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|
77.63464439678829,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x512_40k_voc12aug/gcnet_r50-d8_512x512_40k_voc12aug_20200613_195105-9797336d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x512_40k_voc12aug/gcnet_r50-d8_512x512_40k_voc12aug_20200613_195105.log.json)"
|
|
],
|
|
[
|
|
"GCNet",
|
|
"R-101-D8",
|
|
"512x512",
|
|
40000,
|
|
"-",
|
|
"-",
|
|
77.84299999999999,
|
|
78.59489046439079,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x512_40k_voc12aug/gcnet_r101-d8_512x512_40k_voc12aug_20200613_185806-1e38208d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x512_40k_voc12aug/gcnet_r101-d8_512x512_40k_voc12aug_20200613_185806.log.json)"
|
|
]
|
|
]
|
|
],
|
|
"ade20k": [
|
|
[
|
|
[
|
|
"GCNet",
|
|
"R-50-D8",
|
|
"512x512",
|
|
80000,
|
|
"8.5",
|
|
23.37990361060126,
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|
41.465999999999994,
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|
42.853494172834885,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x512_80k_ade20k/gcnet_r50-d8_512x512_80k_ade20k_20200614_185146-91a6da41.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x512_80k_ade20k/gcnet_r50-d8_512x512_80k_ade20k_20200614_185146.log.json)"
|
|
],
|
|
[
|
|
"GCNet",
|
|
"R-101-D8",
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|
"512x512",
|
|
80000,
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|
"12.0",
|
|
15.198333955746829,
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|
42.824,
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|
44.54431618918491,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x512_80k_ade20k/gcnet_r101-d8_512x512_80k_ade20k_20200615_020811-c3fcb6dd.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x512_80k_ade20k/gcnet_r101-d8_512x512_80k_ade20k_20200615_020811.log.json)"
|
|
],
|
|
[
|
|
"GCNet",
|
|
"R-50-D8",
|
|
"512x512",
|
|
160000,
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|
"-",
|
|
"-",
|
|
42.367,
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|
43.51941132800723,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x512_160k_ade20k/gcnet_r50-d8_512x512_160k_ade20k_20200615_224122-d95f3e1f.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x512_160k_ade20k/gcnet_r50-d8_512x512_160k_ade20k_20200615_224122.log.json)"
|
|
],
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|
[
|
|
"GCNet",
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|
"R-101-D8",
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|
"512x512",
|
|
160000,
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|
"-",
|
|
"-",
|
|
43.686,
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|
45.21077897100608,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x512_160k_ade20k/gcnet_r101-d8_512x512_160k_ade20k_20200615_225406-615528d7.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x512_160k_ade20k/gcnet_r101-d8_512x512_160k_ade20k_20200615_225406.log.json)"
|
|
]
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|
]
|
|
],
|
|
"cityscapes": [
|
|
[
|
|
[
|
|
"GCNet",
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|
"R-50-D8",
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|
"512x1024",
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|
40000,
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|
"5.8",
|
|
3.9294375140356674,
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|
77.691,
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|
78.55901060780846,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x1024_40k_cityscapes/gcnet_r50-d8_512x1024_40k_cityscapes_20200618_074436-4b0fd17b.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x1024_40k_cityscapes/gcnet_r50-d8_512x1024_40k_cityscapes_20200618_074436.log.json)"
|
|
],
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|
[
|
|
"GCNet",
|
|
"R-101-D8",
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|
"512x1024",
|
|
40000,
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|
"9.2",
|
|
2.613929250881175,
|
|
78.276,
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|
79.34154953801408,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x1024_40k_cityscapes/gcnet_r101-d8_512x1024_40k_cityscapes_20200618_074436-5e62567f.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x1024_40k_cityscapes/gcnet_r101-d8_512x1024_40k_cityscapes_20200618_074436.log.json)"
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|
],
|
|
[
|
|
"GCNet",
|
|
"R-50-D8",
|
|
"769x769",
|
|
40000,
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|
"6.5",
|
|
1.6665314351879814,
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|
78.117,
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|
80.08636386919896,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_769x769_40k_cityscapes/gcnet_r50-d8_769x769_40k_cityscapes_20200618_182814-a26f4471.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_769x769_40k_cityscapes/gcnet_r50-d8_769x769_40k_cityscapes_20200618_182814.log.json)"
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|
],
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|
[
|
|
"GCNet",
|
|
"R-101-D8",
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|
"769x769",
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|
40000,
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|
"10.5",
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|
1.130548704280006,
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|
78.949,
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|
80.70740508232963,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_769x769_40k_cityscapes/gcnet_r101-d8_769x769_40k_cityscapes_20200619_092550-ca4f0a84.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_769x769_40k_cityscapes/gcnet_r101-d8_769x769_40k_cityscapes_20200619_092550.log.json)"
|
|
],
|
|
[
|
|
"GCNet",
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|
"R-50-D8",
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|
"512x1024",
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|
80000,
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|
"-",
|
|
"-",
|
|
78.481,
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|
80.00715692663934,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x1024_80k_cityscapes/gcnet_r50-d8_512x1024_80k_cityscapes_20200618_074450-ef8f069b.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_512x1024_80k_cityscapes/gcnet_r50-d8_512x1024_80k_cityscapes_20200618_074450.log.json)"
|
|
],
|
|
[
|
|
"GCNet",
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|
"R-101-D8",
|
|
"512x1024",
|
|
80000,
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|
"-",
|
|
"-",
|
|
79.02900000000001,
|
|
79.8389342161561,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x1024_80k_cityscapes/gcnet_r101-d8_512x1024_80k_cityscapes_20200618_074450-778ebf69.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_512x1024_80k_cityscapes/gcnet_r101-d8_512x1024_80k_cityscapes_20200618_074450.log.json)"
|
|
],
|
|
[
|
|
"GCNet",
|
|
"R-50-D8",
|
|
"769x769",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
78.682,
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|
80.66434566958863,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_769x769_80k_cityscapes/gcnet_r50-d8_769x769_80k_cityscapes_20200619_092516-4839565b.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r50-d8_769x769_80k_cityscapes/gcnet_r50-d8_769x769_80k_cityscapes_20200619_092516.log.json)"
|
|
],
|
|
[
|
|
"GCNet",
|
|
"R-101-D8",
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|
"769x769",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
79.184,
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|
80.70740508232963,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_769x769_80k_cityscapes/gcnet_r101-d8_769x769_80k_cityscapes_20200619_092628-8e043423.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/gcnet/gcnet_r101-d8_769x769_80k_cityscapes/gcnet_r101-d8_769x769_80k_cityscapes_20200619_092628.log.json)"
|
|
]
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|
]
|
|
]
|
|
},
|
|
"deeplabv3plus": {
|
|
"ade20k": [
|
|
[
|
|
[
|
|
"DeepLabV3+",
|
|
"R-50-D8",
|
|
"512x512",
|
|
80000,
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|
"10.6",
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|
21.009967570414005,
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|
42.725,
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|
43.750872665309245,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x512_80k_ade20k/deeplabv3plus_r50-d8_512x512_80k_ade20k_20200614_185028-bf1400d8.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x512_80k_ade20k/deeplabv3plus_r50-d8_512x512_80k_ade20k_20200614_185028.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
|
|
"R-101-D8",
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"512x512",
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|
80000,
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|
"14.1",
|
|
14.156578683381744,
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|
44.604,
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|
46.057602920856496,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x512_80k_ade20k/deeplabv3plus_r101-d8_512x512_80k_ade20k_20200615_014139-d5730af7.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x512_80k_ade20k/deeplabv3plus_r101-d8_512x512_80k_ade20k_20200615_014139.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
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|
"R-50-D8",
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|
"512x512",
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|
160000,
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|
"-",
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|
"-",
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|
43.952999999999996,
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44.9257356479825,
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|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x512_160k_ade20k/deeplabv3plus_r50-d8_512x512_160k_ade20k_20200615_124504-6135c7e0.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x512_160k_ade20k/deeplabv3plus_r50-d8_512x512_160k_ade20k_20200615_124504.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
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|
"R-101-D8",
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"512x512",
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160000,
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"-",
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"-",
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|
45.467999999999996,
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46.35142741219229,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x512_160k_ade20k/deeplabv3plus_r101-d8_512x512_160k_ade20k_20200615_123232-38ed86bb.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x512_160k_ade20k/deeplabv3plus_r101-d8_512x512_160k_ade20k_20200615_123232.log.json)"
|
|
]
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|
]
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],
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|
"voc12aug": [
|
|
[
|
|
[
|
|
"DeepLabV3+",
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"R-50-D8",
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"512x512",
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|
20000,
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|
"7.6",
|
|
20.995826216517777,
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|
75.932,
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|
77.49501357998696,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x512_20k_voc12aug/deeplabv3plus_r50-d8_512x512_20k_voc12aug_20200617_102323-aad58ef1.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x512_20k_voc12aug/deeplabv3plus_r50-d8_512x512_20k_voc12aug_20200617_102323.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
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"R-101-D8",
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"512x512",
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20000,
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|
13.877644753051397,
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77.216,
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78.59404066425819,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x512_20k_voc12aug/deeplabv3plus_r101-d8_512x512_20k_voc12aug_20200617_102345-c7ff3d56.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x512_20k_voc12aug/deeplabv3plus_r101-d8_512x512_20k_voc12aug_20200617_102345.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
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"R-50-D8",
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"512x512",
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40000,
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|
"-",
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"-",
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76.80799999999999,
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77.56956435172417,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x512_40k_voc12aug/deeplabv3plus_r50-d8_512x512_40k_voc12aug_20200613_161759-e1b43aa9.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x512_40k_voc12aug/deeplabv3plus_r50-d8_512x512_40k_voc12aug_20200613_161759.log.json)"
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],
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[
|
|
"DeepLabV3+",
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"R-101-D8",
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"512x512",
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40000,
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"-",
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"-",
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78.618,
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79.5312727643948,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x512_40k_voc12aug/deeplabv3plus_r101-d8_512x512_40k_voc12aug_20200613_205333-faf03387.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x512_40k_voc12aug/deeplabv3plus_r101-d8_512x512_40k_voc12aug_20200613_205333.log.json)"
|
|
]
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]
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],
|
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"cityscapes": [
|
|
[
|
|
[
|
|
"DeepLabV3+",
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"R-50-D8",
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"512x1024",
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40000,
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"7.5",
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|
3.937852781596224,
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79.606,
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81.0126987140963,
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"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x1024_40k_cityscapes/deeplabv3plus_r50-d8_512x1024_40k_cityscapes_20200605_094610-d222ffcd.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x1024_40k_cityscapes/deeplabv3plus_r50-d8_512x1024_40k_cityscapes_20200605_094610.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
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"R-101-D8",
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"512x1024",
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40000,
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|
"11.0",
|
|
2.6029196398088135,
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80.208,
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81.81580429286755,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x1024_40k_cityscapes/deeplabv3plus_r101-d8_512x1024_40k_cityscapes_20200605_094614-3769eecf.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x1024_40k_cityscapes/deeplabv3plus_r101-d8_512x1024_40k_cityscapes_20200605_094614.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
|
|
"R-50-D8",
|
|
"769x769",
|
|
40000,
|
|
"8.5",
|
|
1.7219797309503193,
|
|
78.972,
|
|
80.46092552803746,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_769x769_40k_cityscapes/deeplabv3plus_r50-d8_769x769_40k_cityscapes_20200606_114143-1dcb0e3c.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_769x769_40k_cityscapes/deeplabv3plus_r50-d8_769x769_40k_cityscapes_20200606_114143.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
|
|
"R-101-D8",
|
|
"769x769",
|
|
40000,
|
|
"12.5",
|
|
1.1546806682489152,
|
|
79.461,
|
|
80.5005593465169,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_769x769_40k_cityscapes/deeplabv3plus_r101-d8_769x769_40k_cityscapes_20200606_114304-ff414b9e.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_769x769_40k_cityscapes/deeplabv3plus_r101-d8_769x769_40k_cityscapes_20200606_114304.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
|
|
"R-50-D8",
|
|
"512x1024",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
80.08800000000001,
|
|
81.13450865498024,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x1024_80k_cityscapes/deeplabv3plus_r50-d8_512x1024_80k_cityscapes_20200606_114049-f9fb496d.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_512x1024_80k_cityscapes/deeplabv3plus_r50-d8_512x1024_80k_cityscapes_20200606_114049.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
|
|
"R-101-D8",
|
|
"512x1024",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
80.972,
|
|
82.02915734982798,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x1024_80k_cityscapes/deeplabv3plus_r101-d8_512x1024_80k_cityscapes_20200606_114143-068fcfe9.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_512x1024_80k_cityscapes/deeplabv3plus_r101-d8_512x1024_80k_cityscapes_20200606_114143.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
|
|
"R-50-D8",
|
|
"769x769",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
79.827,
|
|
81.47591334418544,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_769x769_80k_cityscapes/deeplabv3plus_r50-d8_769x769_80k_cityscapes_20200606_210233-0e9dfdc4.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r50-d8_769x769_80k_cityscapes/deeplabv3plus_r50-d8_769x769_80k_cityscapes_20200606_210233.log.json)"
|
|
],
|
|
[
|
|
"DeepLabV3+",
|
|
"R-101-D8",
|
|
"769x769",
|
|
80000,
|
|
"-",
|
|
"-",
|
|
80.97999999999999,
|
|
82.17610990719812,
|
|
"[model](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_769x769_80k_cityscapes/deeplabv3plus_r101-d8_769x769_80k_cityscapes_20200607_000405-a7573d20.pth) | [log](https://open-mmlab.s3.ap-northeast-2.amazonaws.com/mmsegmentation/models/deeplabv3plus/deeplabv3plus_r101-d8_769x769_80k_cityscapes/deeplabv3plus_r101-d8_769x769_80k_cityscapes_20200607_000405.log.json)"
|
|
]
|
|
]
|
|
]
|
|
}
|
|
}
|