57 lines
2.0 KiB
YAML
57 lines
2.0 KiB
YAML
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Models:
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- Name: fcn_r101-d8_512x1024_80k_fp16_cityscapes
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In Collection: FCN
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Metadata:
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inference time (ms/im): 115.74
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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: 76.80
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/fp16/fcn_r101-d8_512x1024_80k_fp16_cityscapes/fcn_r101-d8_512x1024_80k_fp16_cityscapes-50245227.pth
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Config: configs/fcn/fcn_r101-d8_512x1024_80k_fp16_cityscapes.py
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- Name: pspnet_r101-d8_512x1024_80k_fp16_cityscapes
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In Collection: PSPNet
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Metadata:
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inference time (ms/im): 114.03
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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: 79.46
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/fp16/pspnet_r101-d8_512x1024_80k_fp16_cityscapes/pspnet_r101-d8_512x1024_80k_fp16_cityscapes-ade37931.pth
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Config: configs/pspnet/pspnet_r101-d8_512x1024_80k_fp16_cityscapes.py
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- Name: deeplabv3_r101-d8_512x1024_80k_fp16_cityscapes
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In Collection: DeepLabV3
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Metadata:
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inference time (ms/im): 259.07
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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: 80.48
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/fp16/deeplabv3_r101-d8_512x1024_80k_fp16_cityscapes/deeplabv3_r101-d8_512x1024_80k_fp16_cityscapes-bc86dc84.pth
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Config: configs/deeplabv3/deeplabv3_r101-d8_512x1024_80k_fp16_cityscapes.py
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- Name: deeplabv3plus_r101-d8_512x1024_80k_fp16_cityscapes
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In Collection: DeepLabV3+
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Metadata:
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inference time (ms/im): 127.06
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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: 80.46
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/fp16/deeplabv3plus_r101-d8_512x1024_80k_fp16_cityscapes/deeplabv3plus_r101-d8_512x1024_80k_fp16_cityscapes-cc58bc8d.pth
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Config: configs/deeplabv3+/deeplabv3plus_r101-d8_512x1024_80k_fp16_cityscapes.py
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