2021-08-01 00:31:58 +08:00
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Collections:
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- Name: fastscnn
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Metadata:
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Training Data:
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- Cityscapes
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Models:
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2021-08-09 18:13:09 +08:00
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- Name: fast_scnn_lr0.12_8x4_160k_cityscapes
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2021-08-01 00:31:58 +08:00
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In Collection: fastscnn
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Metadata:
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backbone: Fast-SCNN
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crop size: (512,1024)
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lr schd: 160000
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inference time (ms/im):
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- value: 17.71
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hardware: V100
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backend: PyTorch
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batch size: 1
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mode: FP32
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resolution: (512,1024)
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memory (GB): 3.3
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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: 70.96
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mIoU(ms+flip): 72.65
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2021-08-09 18:13:09 +08:00
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Config: configs/fastscnn/fast_scnn_lr0.12_8x4_160k_cityscapes.py
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/fast_scnn/fast_scnn_8x4_160k_lr0.12_cityscapes-0cec9937.pth
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