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ZhengPeng7 / BiRefNet_lite-anime
Model's Last Updated: April 22 2025
image-segmentation
Introduction of BiRefNet_lite-anime
Model Details of BiRefNet_lite-anime
Bilateral Reference for High-Resolution Dichotomous Image Segmentation
Peng Zheng
1,4,5,6
,
Dehong Gao
2
,
Deng-Ping Fan
1*
,
Li Liu
3
,
Jorma Laaksonen
4
,
Wanli Ouyang
5
,
Nicu Sebe
6
1
Nankai University
2
Northwestern Polytechnical University
3
National University of Defense Technology
4
Aalto University
5
Shanghai AI Laboratory
6
University of Trento
This repo holds the official weights of BiRefNet for general matting.
Training Sets:
-
TR-composited-ani-seg_HR, a composited datasets with
fgandbgin the https://huggingface.co/datasets/skytnt/anime-segmentation .
Validation Sets:
- TE-composited-ani-seg_HR
Performance:
| Dataset | Method | Smeasure | maxFm | meanEm | MSE | maxEm | meanFm | wFmeasure | adpEm | adpFm | HCE | mBA | maxBIoU | meanBIoU |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TE-composited-ani-seg_HR | BiRefNet_lite-anime--epoch_30 | .987 | .997 | .992 | .002 | .998 | .990 | .992 | .991 | .993 | .000 | .924 | .959 | .932 |
Check the main BiRefNet_lite model repo for more info and how to use it:
https://huggingface.co/ZhengPeng7/BiRefNet_lite/blob/main/README.md
Also check the GitHub repo of BiRefNet for all things you may want:
https://github.com/ZhengPeng7/BiRefNet
Citation
@article{zheng2024birefnet,
title={Bilateral Reference for High-Resolution Dichotomous Image Segmentation},
author={Zheng, Peng and Gao, Dehong and Fan, Deng-Ping and Liu, Li and Laaksonen, Jorma and Ouyang, Wanli and Sebe, Nicu},
journal={CAAI Artificial Intelligence Research},
volume = {3},
pages = {9150038},
year={2024}
}
Runs of ZhengPeng7 BiRefNet_lite-anime on huggingface.co
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More Information About BiRefNet_lite-anime huggingface.co Model
Url of BiRefNet_lite-anime
BiRefNet_lite-anime huggingface.co Url
Provider of BiRefNet_lite-anime huggingface.co
Other API from ZhengPeng7
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