🧠 Model
BiRefNet
by ZhengPeng7
--- library_name: birefnet tags: - background-removal - mask-generation - Dichotomous Image Segmentation - Camouflaged Object Detection - Salient Object Detection - pytorch_model_hub_mixin - model_hub_mixin - transformers repo_url: https://github.com/ZhengPeng7/BiRefNet pipeline_tag: image-segmentat...
🕐 Updated 12/18/2025
🧠 Architecture Explorer
Neural network architecture
1 Input Layer
2 Hidden Layers
3 Attention
4 Output Layer
About
Bilateral Reference for High-Resolution Dichotomous Image Segmentation <a href='https://scholar.google.com/citations?user=TZRzWOsAA...
📝 Limitations & Considerations
- • Benchmark scores may vary based on evaluation methodology and hardware configuration.
- • VRAM requirements are estimates; actual usage depends on quantization and batch size.
- • FNI scores are relative rankings and may change as new models are added.
- • Data source: [{"source_platform":"huggingface","source_url":"https://huggingface.co/ZhengPeng7/BiRefNet","fetched_at":"2025-12-18T04:21:59.013Z","adapter_version":"3.2.0"}]
📚 Related Resources
📄 Related Papers
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📊 Training Datasets
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