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README.md | 1 year ago | |
mask_rcnn_swin-s-p4-w7_fpn_fp16_ms-crop-3x_coco.py | 1 year ago | |
mask_rcnn_swin-t-p4-w7_fpn_1x_coco.py | 1 year ago | |
mask_rcnn_swin-t-p4-w7_fpn_fp16_ms-crop-3x_coco.py | 1 year ago | |
mask_rcnn_swin-t-p4-w7_fpn_ms-crop-3x_coco.py | 1 year ago | |
metafile.yml | 1 year ago |
@article{liu2021Swin,
title={Swin Transformer: Hierarchical Vision Transformer using Shifted Windows},
author={Liu, Ze and Lin, Yutong and Cao, Yue and Hu, Han and Wei, Yixuan and Zhang, Zheng and Lin, Stephen and Guo, Baining},
journal={arXiv preprint arXiv:2103.14030},
year={2021}
}
Backbone | Pretrain | Lr schd | Multi-scale crop | FP16 | Mem (GB) | Inf time (fps) | box AP | mask AP | Config | Download |
---|---|---|---|---|---|---|---|---|---|---|
Swin-T | ImageNet-1K | 1x | no | no | 7.6 | 42.7 | 39.3 | config | model | log | |
Swin-T | ImageNet-1K | 3x | yes | no | 10.2 | 46.0 | 41.6 | config | model | log | |
Swin-T | ImageNet-1K | 3x | yes | yes | 7.8 | 46.0 | 41.7 | config | model | log | |
Swin-S | ImageNet-1K | 3x | yes | yes | 11.9 | 48.2 | 43.2 | config | model | log |
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