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2020| Method | Backbone | Crop Size | Lr schd | Mem (GB) | Inf time (fps) | mIoU | mIoU(ms+flip) | config | download |
2121| --------- | --------- | --------- | ------: | -------- | -------------- | ----: | ------------- | --------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
22- | Fast-SCNN | Fast-SCNN | 512x1024 | 160000 | 3.3 | 56.45 | 70.96 | 72.65 | [ config] ( https://github.com/open-mmlab/mmsegmentation/blob/master/configs/fast_scnn .py ) | [ model] ( https://download.openmmlab.com/mmsegmentation/v0.5/fast_scnn/fast_scnn_8x4_160k_lr0.12_cityscapes-0cec9937.pth ) | ; [ log] ( https://download.openmmlab.com/mmsegmentation/v0.5/fast_scnn/fast_scnn_8x4_160k_lr0.12_cityscapes-20210630_164853.log.json ) |
22+ | Fast-SCNN | Fast-SCNN | 512x1024 | 160000 | 3.3 | 56.45 | 70.96 | 72.65 | [ config] ( https://github.com/open-mmlab/mmsegmentation/blob/master/configs/fastscnn/fast_scnn_lr0.12_8x4_160k_cityscapes .py ) | [ model] ( https://download.openmmlab.com/mmsegmentation/v0.5/fast_scnn/fast_scnn_8x4_160k_lr0.12_cityscapes-0cec9937.pth ) | ; [ log] ( https://download.openmmlab.com/mmsegmentation/v0.5/fast_scnn/fast_scnn_8x4_160k_lr0.12_cityscapes-20210630_164853.log.json ) |
Original file line number Diff line number Diff line change @@ -4,7 +4,7 @@ Collections:
44 Training Data :
55 - Cityscapes
66Models :
7- - Name : ' '
7+ - Name : fast_scnn_lr0.12_8x4_160k_cityscapes
88 In Collection : fastscnn
99 Metadata :
1010 backbone : Fast-SCNN
@@ -24,5 +24,5 @@ Models:
2424 Metrics :
2525 mIoU : 70.96
2626 mIoU(ms+flip) : 72.65
27- Config : ' '
28- Weights : ' '
27+ Config : configs/fastscnn/fast_scnn_lr0.12_8x4_160k_cityscapes.py
28+ Weights : https://download.openmmlab.com/mmsegmentation/v0.5/fast_scnn/fast_scnn_8x4_160k_lr0.12_cityscapes-0cec9937.pth
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