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mmsegmentation/configs/_base_/datasets/cityscapes_832x832.py

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[Feature] Support ICNet (#884) * add icnet backbone * add icnet head * add icnet configs * nclass -> num_classes * Support ICNet * ICNet * ICNet * Add ICNeck * Add ICNeck * Add ICNeck * Add ICNeck * Adding unittest * Uploading models & logs * Uploading models & logs * add comment * smaller test_swin.py * try to delete test_swin.py * delete test_unet.py * delete test_unet.py * temp * smaller test_unet.py Co-authored-by: Junjun2016 <hejunjun@sjtu.edu.cn>
2021-10-01 00:31:57 +08:00
_base_ = './cityscapes.py'
img_norm_cfg = dict(
mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)
crop_size = (832, 832)
train_pipeline = [
dict(type='LoadImageFromFile'),
dict(type='LoadAnnotations'),
[Refactor] Refactor Dataset and its Transform Config files
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dict(type='RandomResize', scale=(2048, 1024), ratio_range=(0.5, 2.0)),
[Enhancement] Revise RandomCrop
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dict(type='RandomCrop', crop_size=crop_size, cat_max_ratio=0.75),
[Feature] Support ICNet (#884) * add icnet backbone * add icnet head * add icnet configs * nclass -> num_classes * Support ICNet * ICNet * ICNet * Add ICNeck * Add ICNeck * Add ICNeck * Add ICNeck * Adding unittest * Uploading models & logs * Uploading models & logs * add comment * smaller test_swin.py * try to delete test_swin.py * delete test_unet.py * delete test_unet.py * temp * smaller test_unet.py Co-authored-by: Junjun2016 <hejunjun@sjtu.edu.cn>
2021-10-01 00:31:57 +08:00
dict(type='RandomFlip', prob=0.5),
dict(type='PhotoMetricDistortion'),
[Refactor] Refactor Dataset and its Transform Config files
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dict(type='Pad', size=crop_size),
dict(type='PackSegInputs')
[Feature] Support ICNet (#884) * add icnet backbone * add icnet head * add icnet configs * nclass -> num_classes * Support ICNet * ICNet * ICNet * Add ICNeck * Add ICNeck * Add ICNeck * Add ICNeck * Adding unittest * Uploading models & logs * Uploading models & logs * add comment * smaller test_swin.py * try to delete test_swin.py * delete test_unet.py * delete test_unet.py * temp * smaller test_unet.py Co-authored-by: Junjun2016 <hejunjun@sjtu.edu.cn>
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]
test_pipeline = [
dict(type='LoadImageFromFile'),
[Refactor] Refactor Dataset and its Transform Config files
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dict(type='Resize', scale=(2048, 1024), keep_ratio=True),
dict(type='PackSegInputs')
[Feature] Support ICNet (#884) * add icnet backbone * add icnet head * add icnet configs * nclass -> num_classes * Support ICNet * ICNet * ICNet * Add ICNeck * Add ICNeck * Add ICNeck * Add ICNeck * Adding unittest * Uploading models & logs * Uploading models & logs * add comment * smaller test_swin.py * try to delete test_swin.py * delete test_unet.py * delete test_unet.py * temp * smaller test_unet.py Co-authored-by: Junjun2016 <hejunjun@sjtu.edu.cn>
2021-10-01 00:31:57 +08:00
]
[Refactor] Refactor Dataset and its Transform Config files
2022-05-31 22:28:42 +08:00
train_dataloader = dict(dataset=dict(pipeline=train_pipeline))
val_dataloader = dict(dataset=dict(pipeline=test_pipeline))
test_dataloader = val_dataloader