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
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
Update README.md (#6)
Browse files- Update README.md (f8222717b1892bb3e548d4f07538c24e39c596f7)
Co-authored-by: Lain <not-lain@users.noreply.huggingface.co>
README.md
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@@ -64,7 +64,7 @@ pip install -qr https://raw.githubusercontent.com/ZhengPeng7/BiRefNet/main/requi
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```python
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# Load BiRefNet with weights
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from transformers import AutoModelForImageSegmentation
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birefnet = AutoModelForImageSegmentation.from_pretrained('
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```
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#### Use codes from GitHub + weights from HuggingFace
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from models.birefnet import BiRefNet
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# Load weights from Hugging Face Models
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birefnet = BiRefNet.from_pretrained('
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```
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#### Use codes from GitHub + weights from HuggingFace
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```python
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# Load BiRefNet with weights
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from transformers import AutoModelForImageSegmentation
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birefnet = AutoModelForImageSegmentation.from_pretrained('ZhengPeng7/BiRefNet', trust_remote_code=True)
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```
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#### Use codes from GitHub + weights from HuggingFace
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from models.birefnet import BiRefNet
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# Load weights from Hugging Face Models
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birefnet = BiRefNet.from_pretrained('ZhengPeng7/BiRefNet')
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```
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#### Use codes from GitHub + weights from HuggingFace
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