Image Segmentation
Transformers
Safetensors
English
layer decomposition
image segmentation
image matting
design
custom_code
Instructions to use cyberagent/layerd-birefnet with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use cyberagent/layerd-birefnet with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-segmentation", model="cyberagent/layerd-birefnet", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoModelForImageSegmentation model = AutoModelForImageSegmentation.from_pretrained("cyberagent/layerd-birefnet", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
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Fix transformers>=4.56 compatibility
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Add 1024 model (#5)
Verified signature- Update img_size from 512 to 1024 (513bb83ac9505c3f19d0fa9e91f6d24d5385c7d8) - Upload 1024x1024 model weights (993d7b6874f320d28067b0df28fc3697ec420546)ade97cb
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Add `library_name: transformers` to metadata (#4)
Verified signature- Add `library_name: transformers` to metadata (9a27ad51f23565995b66a1ad1de55cae5ed4dc21) Co-authored-by: Niels Rogge <nielsr@users.noreply.huggingface.co>241f8dd
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Update arXiv link
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add-teaser (#3)
Verified signature- Add teaser image with Git LFS support (e364026fa0802b921734ec089ea9a9487d1efff6) - Update README with badges and project description (a1d8a383cf2461254fce05cae9fb34bb3b66cb7d)8d736ea
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Update README (#1)
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Adapt for layerd: Change hardcoded size from 1024 to 512 (line 56) and add trained weights
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Initial commit: Original BiRefNet from ZhengPeng7/BiRefNet
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initial commit
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