BiRefNet
Collection
A collection of my BiRefNet models -- different tasks, different scales.
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15 items
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Updated
Dataset | Method | Smeasure | maxFm | meanEm | MSE | maxEm | meanFm | wFmeasure | adpEm | adpFm | HCE | mBA | maxBIoU | meanBIoU |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
TE-P3M-500-NP | BiRefNet-matting--epoch_100 | .978 | .996 | .990 | .003 | .996 | .987 | .989 | .962 | .980 | .000 | .825 | .934 | .888 |
TE-AM-2k | BiRefNet-matting--epoch_100 | .970 | .995 | .989 | .003 | .996 | .986 | .987 | .985 | .990 | .000 | .830 | .937 | .876 |
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
@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}
}