ComfyUI Extension: ComfyUI_efficient_sam_node

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Unofficial EfficientViT_sam_nodes for the https://huggingface.co/mit-han-lab/efficientvit-sam models

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    ComfyUI_efficient_sam_node

    Unofficial EfficientViT_sam_nodes for the https://huggingface.co/mit-han-lab/efficientvit-sam models

    <img width="2121" height="869" alt="Screenshot 2025-09-08 204734" src="https://github.com/user-attachments/assets/6d3fb857-8e12-4c84-8d25-0c1e2f5771ce" />

    Installation

    • Manual Install required
      Inside Custom_nodes Folder
      https://github.com/Apache0ne/ComfyUI_efficient_sam_node.git
      IF using Matrix
      Inside venv\Scripts
      activate
      pip install git+https://github.com/mit-han-lab/efficientvit.git
      Ran into one issue: try this fix export SETUPTOOLS_USE_DISTUTILS=stdlib
      then try again: pip install git+https://github.com/mit-han-lab/efficientvit.git\

    Models go into models/sam

    Pretrained_models

    Acknowledgements

    • This node relies on the excellent work done by the MIT-HAN-Lab
    • https://github.com/kijai/ComfyUI-Florence2
    • https://github.com/kijai/ComfyUI-segment-anything-2
    • https://github.com/Kosinkadink/ComfyUI-VideoHelperSuite
    @inproceedings{cai2023efficientvit,
      title={Efficientvit: Lightweight multi-scale attention for high-resolution dense prediction},
      author={Cai, Han and Li, Junyan and Hu, Muyan and Gan, Chuang and Han, Song},
      booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
      pages={17302--17313},
      year={2023}
    }