mirror of
https://github.com/open-mmlab/mmsegmentation.git
synced 2025-06-03 13:06:44 +08:00
725d5aa002
* dice loss * format code, add docstring and calculate denominator without valid_mask * minor change * restore * add metafile * add manifest.in and add config at setup.py * add requirements * modify manifest * modify manifest * Update MANIFEST.in * add metafile * add metadata * fix typo * Update metafile.yml * Update metafile.yml * minor change * Update metafile.yml * add subfix * fix mmshow * add more metafile * add config to model_zoo * fix bug * Update mminstall.txt * [fix] Add models * [Fix] Add collections * [fix] Modify collection name * [Fix] Set datasets to unet metafile * [Fix] Modify collection names * complement inference time
232 lines
7.9 KiB
YAML
232 lines
7.9 KiB
YAML
Collections:
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- Name: NonLocal
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Metadata:
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Training Data:
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- Cityscapes
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- Pascal VOC 2012 + Aug
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- ADE20K
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Models:
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- Name: nonlocal_r50-d8_512x1024_40k_cityscapes
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In Collection: NonLocal
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Metadata:
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inference time (fps): 2.72
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Results:
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- Task: Semantic Segmentation
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Dataset: Cityscapes
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Metrics:
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mIoU: 78.24
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r50-d8_512x1024_40k_cityscapes/nonlocal_r50-d8_512x1024_40k_cityscapes_20200605_210748-c75e81e3.pth
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Config: configs/nonlocal/nonlocal_r50-d8_512x1024_40k_cityscapes.py
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- Name: nonlocal_r101-d8_512x1024_40k_cityscapes
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In Collection: NonLocal
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Metadata:
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inference time (fps): 1.95
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Results:
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- Task: Semantic Segmentation
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Dataset: Cityscapes
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Metrics:
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mIoU: 78.66
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r101-d8_512x1024_40k_cityscapes/nonlocal_r101-d8_512x1024_40k_cityscapes_20200605_210748-d63729fa.pth
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Config: configs/nonlocal/nonlocal_r101-d8_512x1024_40k_cityscapes.py
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- Name: nonlocal_r50-d8_769x769_40k_cityscapes
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In Collection: NonLocal
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Metadata:
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inference time (fps): 1.52
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Results:
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- Task: Semantic Segmentation
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Dataset: Cityscapes
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Metrics:
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mIoU: 78.33
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r50-d8_769x769_40k_cityscapes/nonlocal_r50-d8_769x769_40k_cityscapes_20200530_045243-82ef6749.pth
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Config: configs/nonlocal/nonlocal_r50-d8_769x769_40k_cityscapes.py
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- Name: nonlocal_r101-d8_769x769_40k_cityscapes
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In Collection: NonLocal
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Metadata:
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inference time (fps): 1.05
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Results:
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- Task: Semantic Segmentation
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Dataset: Cityscapes
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Metrics:
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mIoU: 78.57
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r101-d8_769x769_40k_cityscapes/nonlocal_r101-d8_769x769_40k_cityscapes_20200530_045348-8fe9a9dc.pth
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Config: configs/nonlocal/nonlocal_r101-d8_769x769_40k_cityscapes.py
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- Name: nonlocal_r50-d8_512x1024_80k_cityscapes
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In Collection: NonLocal
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Metadata:
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inference time (fps): 2.72
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Results:
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- Task: Semantic Segmentation
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Dataset: Cityscapes
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Metrics:
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mIoU: 78.01
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r50-d8_512x1024_80k_cityscapes/nonlocal_r50-d8_512x1024_80k_cityscapes_20200607_193518-d6839fae.pth
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Config: configs/nonlocal/nonlocal_r50-d8_512x1024_80k_cityscapes.py
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- Name: nonlocal_r101-d8_512x1024_80k_cityscapes
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In Collection: NonLocal
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Metadata:
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inference time (fps): 1.95
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Results:
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- Task: Semantic Segmentation
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Dataset: Cityscapes
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Metrics:
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mIoU: 78.93
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r101-d8_512x1024_80k_cityscapes/nonlocal_r101-d8_512x1024_80k_cityscapes_20200607_183411-32700183.pth
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Config: configs/nonlocal/nonlocal_r101-d8_512x1024_80k_cityscapes.py
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- Name: nonlocal_r50-d8_769x769_80k_cityscapes
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In Collection: NonLocal
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Metadata:
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inference time (fps): 1.52
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Results:
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- Task: Semantic Segmentation
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Dataset: Cityscapes
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Metrics:
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mIoU: 79.05
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r50-d8_769x769_80k_cityscapes/nonlocal_r50-d8_769x769_80k_cityscapes_20200607_193506-1f9792f6.pth
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Config: configs/nonlocal/nonlocal_r50-d8_769x769_80k_cityscapes.py
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- Name: nonlocal_r101-d8_769x769_80k_cityscapes
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In Collection: NonLocal
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Metadata:
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inference time (fps): 1.05
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Results:
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- Task: Semantic Segmentation
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Dataset: Cityscapes
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Metrics:
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mIoU: 79.40
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r101-d8_769x769_80k_cityscapes/nonlocal_r101-d8_769x769_80k_cityscapes_20200607_183428-0e1fa4f9.pth
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Config: configs/nonlocal/nonlocal_r101-d8_769x769_80k_cityscapes.py
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- Name: nonlocal_r50-d8_512x512_80k_ade20k
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In Collection: NonLocal
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Metadata:
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inference time (fps): 21.37
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Results:
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- Task: Semantic Segmentation
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Dataset: ADE20K
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Metrics:
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mIoU: 40.75
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r50-d8_512x512_80k_ade20k/nonlocal_r50-d8_512x512_80k_ade20k_20200615_015801-5ae0aa33.pth
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Config: configs/nonlocal/nonlocal_r50-d8_512x512_80k_ade20k.py
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- Name: nonlocal_r101-d8_512x512_80k_ade20k
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In Collection: NonLocal
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Metadata:
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inference time (fps): 13.97
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Results:
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- Task: Semantic Segmentation
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Dataset: ADE20K
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Metrics:
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mIoU: 42.90
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r101-d8_512x512_80k_ade20k/nonlocal_r101-d8_512x512_80k_ade20k_20200615_015758-24105919.pth
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Config: configs/nonlocal/nonlocal_r101-d8_512x512_80k_ade20k.py
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- Name: nonlocal_r50-d8_512x512_160k_ade20k
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In Collection: NonLocal
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Metadata:
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inference time (fps): 21.37
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Results:
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- Task: Semantic Segmentation
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Dataset: ADE20K
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Metrics:
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mIoU: 42.03
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r50-d8_512x512_160k_ade20k/nonlocal_r50-d8_512x512_160k_ade20k_20200616_005410-baef45e3.pth
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Config: configs/nonlocal/nonlocal_r50-d8_512x512_160k_ade20k.py
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- Name: nonlocal_r101-d8_512x512_160k_ade20k
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In Collection: NonLocal
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Metadata:
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inference time (fps): 13.97
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Results:
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- Task: Semantic Segmentation
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Dataset: ADE20K
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Metrics:
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mIoU: 43.36
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r101-d8_512x512_160k_ade20k/nonlocal_r101-d8_512x512_160k_ade20k_20200616_003422-affd0f8d.pth
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Config: configs/nonlocal/nonlocal_r101-d8_512x512_160k_ade20k.py
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- Name: nonlocal_r50-d8_512x512_20k_voc12aug
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In Collection: NonLocal
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Metadata:
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inference time (fps): 21.21
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Results:
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- Task: Semantic Segmentation
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Dataset: Pascal VOC 2012 + Aug
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Metrics:
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mIoU: 76.20
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r50-d8_512x512_20k_voc12aug/nonlocal_r50-d8_512x512_20k_voc12aug_20200617_222613-07f2a57c.pth
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Config: configs/nonlocal/nonlocal_r50-d8_512x512_20k_voc12aug.py
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- Name: nonlocal_r101-d8_512x512_20k_voc12aug
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In Collection: NonLocal
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Metadata:
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inference time (fps): 14.01
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Results:
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- Task: Semantic Segmentation
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Dataset: Pascal VOC 2012 + Aug
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Metrics:
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mIoU: 78.15
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r101-d8_512x512_20k_voc12aug/nonlocal_r101-d8_512x512_20k_voc12aug_20200617_222615-948c68ab.pth
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Config: configs/nonlocal/nonlocal_r101-d8_512x512_20k_voc12aug.py
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- Name: nonlocal_r50-d8_512x512_40k_voc12aug
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In Collection: NonLocal
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Metadata:
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inference time (fps): 21.21
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Results:
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- Task: Semantic Segmentation
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Dataset: Pascal VOC 2012 + Aug
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Metrics:
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mIoU: 76.65
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r50-d8_512x512_40k_voc12aug/nonlocal_r50-d8_512x512_40k_voc12aug_20200614_000028-0139d4a9.pth
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Config: configs/nonlocal/nonlocal_r50-d8_512x512_40k_voc12aug.py
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- Name: nonlocal_r101-d8_512x512_40k_voc12aug
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In Collection: NonLocal
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Metadata:
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inference time (fps): 14.01
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Results:
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- Task: Semantic Segmentation
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Dataset: Pascal VOC 2012 + Aug
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Metrics:
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mIoU: 78.27
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/nonlocal_net/nonlocal_r101-d8_512x512_40k_voc12aug/nonlocal_r101-d8_512x512_40k_voc12aug_20200614_000028-7e5ff470.pth
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Config: configs/nonlocal/nonlocal_r101-d8_512x512_40k_voc12aug.py
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