38 lines
1.3 KiB
YAML
38 lines
1.3 KiB
YAML
Collections:
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- Name: FastSCNN
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License: Apache License 2.0
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Metadata:
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Training Data:
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- Cityscapes
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Paper:
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Title: Fast-SCNN for Semantic Segmentation
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URL: https://arxiv.org/abs/1902.04502
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README: configs/fastscnn/README.md
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Frameworks:
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- PyTorch
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Models:
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- Name: fast_scnn_8xb4-160k_cityscapes-512x1024
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In Collection: FastSCNN
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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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Config: configs/fastscnn/fast_scnn_8xb4-160k_cityscapes-512x1024.py
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Metadata:
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Training Data: Cityscapes
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Batch Size: 32
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Architecture:
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- FastSCNN
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- FastSCNN
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Training Resources: 8x V100 GPUS
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Memory (GB): 3.3
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/fast_scnn/fast_scnn_lr0.12_8x4_160k_cityscapes/fast_scnn_lr0.12_8x4_160k_cityscapes_20210630_164853-0cec9937.pth
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Training log: https://download.openmmlab.com/mmsegmentation/v0.5/fast_scnn/fast_scnn_lr0.12_8x4_160k_cityscapes/fast_scnn_lr0.12_8x4_160k_cityscapes_20210630_164853.log.json
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Paper:
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Title: Fast-SCNN for Semantic Segmentation
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URL: https://arxiv.org/abs/1902.04502
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Code: https://github.com/open-mmlab/mmsegmentation/blob/v0.17.0/mmseg/models/backbones/fast_scnn.py#L272
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Framework: PyTorch
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