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[Feature] Add OS16 DeepLab (open-mmlab#154)
* Add D16-MG124 models * Use MMCV DepthSepConv * add OHEM * add warmup * fixed test * fixed test * change to bs 16 * revert config * add models
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11 changes: 11 additions & 0 deletions
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configs/deeplabv3/deeplabv3_r101-d16-mg124_512x1024_40k_cityscapes.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,11 @@ | ||
| _base_ = './deeplabv3_r50-d8_512x1024_40k_cityscapes.py' | ||
| model = dict( | ||
| pretrained='open-mmlab://resnet101_v1c', | ||
| backbone=dict( | ||
| depth=101, | ||
| dilations=(1, 1, 1, 2), | ||
| strides=(1, 2, 2, 1), | ||
| multi_grid=(1, 2, 4)), | ||
| decode_head=dict( | ||
| dilations=(1, 6, 12, 18), | ||
| sampler=dict(type='OHEMPixelSampler', min_kept=100000))) |
11 changes: 11 additions & 0 deletions
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configs/deeplabv3/deeplabv3_r101-d16-mg124_512x1024_80k_cityscapes.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,11 @@ | ||
| _base_ = './deeplabv3_r50-d8_512x1024_80k_cityscapes.py' | ||
| model = dict( | ||
| pretrained='open-mmlab://resnet101_v1c', | ||
| backbone=dict( | ||
| depth=101, | ||
| dilations=(1, 1, 1, 2), | ||
| strides=(1, 2, 2, 1), | ||
| multi_grid=(1, 2, 4)), | ||
| decode_head=dict( | ||
| dilations=(1, 6, 12, 18), | ||
| sampler=dict(type='OHEMPixelSampler', min_kept=100000))) |
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11 changes: 11 additions & 0 deletions
11
configs/deeplabv3plus/deeplabv3plus_r101-d16-mg124_512x1024_40k_cityscapes.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,11 @@ | ||
| _base_ = './deeplabv3plus_r50-d8_512x1024_40k_cityscapes.py' | ||
| model = dict( | ||
| pretrained='open-mmlab://resnet101_v1c', | ||
| backbone=dict( | ||
| depth=101, | ||
| dilations=(1, 1, 1, 2), | ||
| strides=(1, 2, 2, 1), | ||
| multi_grid=(1, 2, 4)), | ||
| decode_head=dict( | ||
| dilations=(1, 6, 12, 18), | ||
| sampler=dict(type='OHEMPixelSampler', min_kept=100000))) |
11 changes: 11 additions & 0 deletions
11
configs/deeplabv3plus/deeplabv3plus_r101-d16-mg124_512x1024_80k_cityscapes.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,11 @@ | ||
| _base_ = './deeplabv3plus_r50-d8_512x1024_80k_cityscapes.py' | ||
| model = dict( | ||
| pretrained='open-mmlab://resnet101_v1c', | ||
| backbone=dict( | ||
| depth=101, | ||
| dilations=(1, 1, 1, 2), | ||
| strides=(1, 2, 2, 1), | ||
| multi_grid=(1, 2, 4)), | ||
| decode_head=dict( | ||
| dilations=(1, 6, 12, 18), | ||
| sampler=dict(type='OHEMPixelSampler', min_kept=100000))) |