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
Commit ·
407e35d
1
Parent(s): 2a41a22
For users to load in one key.
Browse files- BiRefNet_github/models/birefnet.py +1 -1
- config.json +1 -1
BiRefNet_github/models/birefnet.py
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@@ -114,7 +114,7 @@ class BiRefNet(
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def forward(self, x):
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scaled_preds, class_preds = self.forward_ori(x)
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class_preds_lst = [class_preds]
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return [scaled_preds, class_preds_lst] if self.training else scaled_preds
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class Decoder(nn.Module):
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def forward(self, x):
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scaled_preds, class_preds = self.forward_ori(x)
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class_preds_lst = [class_preds]
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return [scaled_preds, class_preds_lst] if self.training and 0 else scaled_preds
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class Decoder(nn.Module):
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config.json
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"BiRefNet"
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],
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"auto_map": {
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"AutoModelForImageSegmentation": "
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},
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"custom_pipelines": {
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"image-segmentation": {
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"BiRefNet"
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],
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"auto_map": {
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"AutoModelForImageSegmentation": "BiRefNet_github.models.birefnet.BiRefNet"
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},
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"custom_pipelines": {
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"image-segmentation": {
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