Fannovel16

    Fannovel16/comfyui_controlnet_aux

    ComfyUI's ControlNet Auxiliary Preprocessors

    backend
    Python
    Apache-2.0
    4.2K stars
    394 forks
    4.2K GitHub watchers
    Updated Oct 30, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    The project lists 46 contributors on GitHub.

    Gained 27% fewer stars in the last 90 days than in the 90 days before.

    Use Cases & Benefits

    • Provides plug-and-play auxiliary preprocessor nodes for ComfyUI to generate ControlNet hint images from various input types.
    • Enables seamless integration of multiple ControlNet-compatible preprocessors with customizable threshold parameters for enhanced image conditioning.
    • Use for creating detailed line art and edge maps to guide image generation in AI art workflows.
    • Use for estimating depth, normal maps, and poses to improve 3D-aware or pose-guided image synthesis.
    • Use for semantic segmentation and recoloring tasks to refine image generation with precise content and color control.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    Apache 2.0

    Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.

    Community files

    • README: present

    Watch-outs

    • No GitHub releases; pin a commit or tag instead of a release.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Plug-and-play ComfyUI node sets for making ControlNet hint images

    "anime style, a protest in the street, cyberpunk city, a woman with pink hair and golden eyes (looking at the viewer) is holding a sign with the text "ComfyUI ControlNet Aux" in bold, neon pink" on Flux.1 Dev

    The code is copy-pasted from the respective folders in https://github.com/lllyasviel/ControlNet/tree/main/annotator and connected to the 🤗 Hub.

    All credit & copyright goes to https://github.com/lllyasviel.

    Go to Update page to follow updates

    Excerpt from the Fannovel16/comfyui_controlnet_aux README on GitHub (Apache-2.0 license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Forks

    394+24

    Open issues

    278+2

    Compared with peers in Backend

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

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