Refactor: transformers SwinBackbone layout, num_layers/nobg_version config, from_origin, hot-swappable criterion, paper_url card (weights remapped, metric-identical)
Browse files- README.md +14 -0
- config.json +25 -23
- model.safetensors +2 -2
README.md
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@@ -31,5 +31,19 @@ from nobg import BiRefNet
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model = BiRefNet.from_pretrained("nobg/BiRefNet")
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```
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## Contributions
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Any contributions are welcome at https://github.com/feyninc/nobg
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model = BiRefNet.from_pretrained("nobg/BiRefNet")
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```
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## Citation
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If you use this model, please cite the original paper
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(https://arxiv.org/abs/2401.03407):
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```bibtex
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@article{zheng2024birefnet,
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title={Bilateral Reference for High-Resolution Dichotomous Image Segmentation},
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author={Zheng, Peng and Gao, Dehong and Fan, Deng-Ping and Liu, Li and
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Laaksonen, Jorma and Ouyang, Wanli and Sebe, Nicu},
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journal={CAAI Artificial Intelligence Research},
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year={2024}
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}
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```
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## Contributions
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Any contributions are welcome at https://github.com/feyninc/nobg
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config.json
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{
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"dec_channels_inter": 64,
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"depths": [
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2,
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2,
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18,
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2
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],
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"drop_path_rate": 0.2,
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"embed_dim": 192,
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"image_size": 1024,
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"mlp_ratio": 4.0,
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"
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}
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{
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"dec_channels_inter": 64,
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"depths": [
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2,
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2,
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18,
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2
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],
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"drop_path_rate": 0.2,
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"embed_dim": 192,
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"image_size": 1024,
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"mlp_ratio": 4.0,
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"nobg_version": "0.2.0",
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"num_heads": [
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6,
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12,
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24,
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48
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],
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"num_layers": 4,
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"patch_size": 4,
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"use_gradient_attention": true,
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"use_image_patch_injection": true,
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"use_multi_scale_input": true,
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"window_size": 12
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:8d5af44e605ec7bab2e532957db88b89126c25e887f700515756348e3bf647cb
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size 880926192
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