ComfyUI Extension: ComfyUI-SAM3

Authored by PozzettiAndrea

Created

Updated

557 stars

Run ComfyUI workflows without the setup

No installs, no CUDA version roulette, no GPU sitting idle on your bill. Bring a workflow and run it in the browser.

ComfyUI integration for Meta's SAM3 model enabling open-vocabulary image segmentation using natural language text prompts, with automatic model download, geometric refinement, and flexible confidence thresholds.

README

[!WARNING] Warning, uses experimental package comfy-env to attempt a one click isolated install. Will download and use pixi package manager.

ComfyUI-SAM3

Installation

Three options, in order of speed → reliability:

  1. ComfyUI Manager (recommended) — search for SAM3 in the Manager and click Install from the highest version displayed. If that doesn't work, try nightly.
  2. Manager via Git URL — in ComfyUI Manager: "Install via Git URL" with https://github.com/PozzettiAndrea/ComfyUI-SAM3.git.
  3. Manual (most reliable):
    cd ComfyUI/custom_nodes
    git clone https://github.com/PozzettiAndrea/ComfyUI-SAM3.git
    cd ComfyUI-SAM3
    pip install -r requirements.txt --upgrade
    python install.py
    

Please report any problems you hit during installation or use of my nodes — open a Discussion or Issue. Very grateful for your help! 🙏


<div align="center"> <a href="https://pozzettiandrea.github.io/ComfyUI-SAM3/"> <img src="https://pozzettiandrea.github.io/ComfyUI-SAM3/gallery-preview.png" alt="Workflow Test Gallery" width="800"> </a> <br> <b><a href="https://pozzettiandrea.github.io/ComfyUI-SAM3/">View Live Test Gallery →</a></b> </div>

ComfyUI integration for Meta's SAM3 (Segment Anything Model 3). Open-vocabulary image and video segmentation using natural language text prompts.

https://github.com/user-attachments/assets/323df482-1f05-4c69-8681-9bfb4073f766

Credits

  • SAM3: Meta AI Research (https://github.com/facebookresearch/sam3)
  • ComfyUI Integration: ComfyUI-SAM3
  • Interactive Points Editor: Adapted from ComfyUI-KJNodes by kijai (Apache 2.0 License). The SAM3PointsEditor node is based on the PointsEditor implementation from KJNodes, simplified for SAM3-specific point-based segmentation.

Run ComfyUI workflows without the setup

No installs, no CUDA version roulette, no GPU sitting idle on your bill. Bring a workflow and run it in the browser.

Learn more