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