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ZhengPeng7
/
BiRefNet

Image Segmentation
BiRefNet
Safetensors
Transformers
background-removal
mask-generation
Dichotomous Image Segmentation
Camouflaged Object Detection
Salient Object Detection
pytorch_model_hub_mixin
model_hub_mixin
custom_code
Model card Files Files and versions
xet
Community
19

Instructions to use ZhengPeng7/BiRefNet with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • BiRefNet

    How to use ZhengPeng7/BiRefNet with BiRefNet:

    # Option 1: use with transformers
    
    from transformers import AutoModelForImageSegmentation
    birefnet = AutoModelForImageSegmentation.from_pretrained("ZhengPeng7/BiRefNet", trust_remote_code=True)
    
    # Option 2: use with BiRefNet
    
    # Install from https://github.com/ZhengPeng7/BiRefNet
    
    from models.birefnet import BiRefNet
    model = BiRefNet.from_pretrained("ZhengPeng7/BiRefNet")
  • Transformers

    How to use ZhengPeng7/BiRefNet with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("image-segmentation", model="ZhengPeng7/BiRefNet", trust_remote_code=True)
    # Load model directly
    from transformers import AutoModelForImageSegmentation
    model = AutoModelForImageSegmentation.from_pretrained("ZhengPeng7/BiRefNet", trust_remote_code=True, dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
BiRefNet
885 MB
Ctrl+K
Ctrl+K
  • 6 contributors
History: 67 commits
artemtumch's picture
artemtumch
Update README.md
21c6093 verified over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit almost 2 years ago
  • .gitignore
    1.91 kB
    For users to load in one key. almost 2 years ago
  • BiRefNet_config.py
    298 Bytes
    Ensemble BiRefNet codes to HF to load model with weights in one line. almost 2 years ago
  • README.md
    9.85 kB
    Update README.md over 1 year ago
  • birefnet.py
    92 kB
    Add inference endpoint feature in HF model page. over 1 year ago
  • config.json
    405 Bytes
    Correct the `_name_or_path ` in config.json. over 1 year ago
  • handler.py
    4.48 kB
    Add inference endpoint feature in HF model page. over 1 year ago
  • model.safetensors
    885 MB
    xet
    Update the model for general use of which the training data includes portrat seg data. almost 2 years ago
  • requirements.txt
    271 Bytes
    Add inference endpoint feature in HF model page. over 1 year ago