cyberagent / layerd-birefnet

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Total runs: 4.8K
24-hour runs: 51
7-day runs: 666
30-day runs: 1.3K
Model's Last Updated: January 05 2026
image-segmentation

Introduction of layerd-birefnet

Model Details of layerd-birefnet

LayerD BiRefNet Matting Module

This repository contains the code and model weights for the matting module in LayerD [ICCV'25] , a layer decomposition framework for graphic design images. The model in this repository is intended to be used as a part of the original LayerD github repository . Please visit https://github.com/CyberAgentAILab/LayerD for more information.

teaser

The model architecture code is based on the BiRefNet repository . We thank the authors for releasing their high-quality matting model.

Usage

This repository is intended for use with LayerD, so we recommend following the instructions in the LayerD repository .

For reference, the original LayerD uses this model as follows:

from transformers import AutoModelForImageSegmentation
birefnet = AutoModelForImageSegmentation.from_pretrained('cyberagent/layerd-birefnet', trust_remote_code=True)
License

This repository is released under the Apache-2.0 license, the same as the LayerD repository . The original BiRefNet is released under the MIT license .

Citation
@inproceedings{suzuki2025layerd,
  title={LayerD: Decomposing Raster Graphic Designs into Layers},
  author={Suzuki, Tomoyuki and Liu, Kang-Jun and Inoue, Naoto and Yamaguchi, Kota},
  booktitle={ICCV},
  year={2025}
}

Runs of cyberagent layerd-birefnet on huggingface.co

4.8K
Total runs
51
24-hour runs
656
3-day runs
666
7-day runs
1.3K
30-day runs

More Information About layerd-birefnet huggingface.co Model

More layerd-birefnet license Visit here:

https://choosealicense.com/licenses/apache-2.0

layerd-birefnet huggingface.co

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cyberagent layerd-birefnet online free url in huggingface.co:

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layerd-birefnet install

layerd-birefnet is an open source model from GitHub that offers a free installation service, and any user can find layerd-birefnet on GitHub to install. At the same time, huggingface.co provides the effect of layerd-birefnet install, users can directly use layerd-birefnet installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

layerd-birefnet install url in huggingface.co:

https://huggingface.co/cyberagent/layerd-birefnet

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