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Collections: |
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- Name: SAN |
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License: Apache License 2.0 |
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Metadata: |
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Training Data: |
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- COCO-Stuff 164k |
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Paper: |
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Title: 'Side Adapter Network for Open-Vocabulary Semantic Segmentation' |
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URL: https://arxiv.org/abs/2302.12242 |
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README: configs/san/README.md |
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Frameworks: |
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- PyTorch |
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Models: |
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- Name: san-vit-b16_coco-stuff164k-640x640 |
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In Collection: SAN |
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Results: |
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Task: Semantic Segmentation |
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Dataset: COCO-Stuff 164k |
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Metrics: |
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mIoU: 41.93 |
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mIoU(ms+flip): 41.77 |
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Config: configs/san/san-vit-b16_coco-stuff164k-640x640.py |
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Metadata: |
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Training Data: COCO-Stuff 164k |
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Batch Size: 16 |
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Architecture: |
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- SAN |
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- ViT |
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Training Resources: 8x V100 GPUS |
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Memory (GB): 12.61 |
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/san/san-vit-b16_20230906-fd0a7684.pth |
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Training log: https://download.openmmlab.com/mmsegmentation/v0.5/san/san-vit-b16_20230906.log |
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Paper: |
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Title: 'Side Adapter Network for Open-Vocabulary Semantic Segmentation' |
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URL: https://arxiv.org/abs/2302.12242 |
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Code: https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/mmseg/models/decode_heads/san_head.py#L470 |
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Framework: PyTorch |
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- Name: san-vit-l14_coco-stuff164k-640x640 |
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In Collection: SAN |
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Results: |
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Task: Semantic Segmentation |
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Dataset: COCO-Stuff 164k |
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Metrics: |
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mIoU: 45.78 |
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mIoU(ms+flip): 43.99 |
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Config: configs/san/san-vit-l14_coco-stuff164k-640x640.py |
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Metadata: |
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Training Data: COCO-Stuff 164k |
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Batch Size: 16 |
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Architecture: |
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- SAN |
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- ViT |
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Training Resources: 8x V100 GPUS |
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Memory (GB): 12.61 |
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Weights: https://download.openmmlab.com/mmsegmentation/v0.5/san/san-vit-l14_20230907-a11e098f.pth |
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Training log: https://download.openmmlab.com/mmsegmentation/v0.5/san/san-vit-l14_20230907.log |
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Paper: |
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Title: 'Side Adapter Network for Open-Vocabulary Semantic Segmentation' |
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URL: https://arxiv.org/abs/2302.12242 |
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Code: https://github.com/open-mmlab/mmsegmentation/blob/dev-1.x/mmseg/models/decode_heads/san_head.py#L470 |
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Framework: PyTorch |
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