#24 · Primary category: Image Generation

comfyui_controlnet_aux

ComfyUI's ControlNet Auxiliary Preprocessors

Project last updated:08/27/26

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4.2K

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374

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49

License

Apache-2.0

Why we included this project

Anyone building image-generation workflows inside ComfyUI will eventually need clean hint maps for ControlNet, and this package is the standard place to get them. It bundles the auxiliary preprocessors that translate an input image into structural guides like line sketches, canny edges, depth maps, and pose skeletons, delivered as ready-to-wire ComfyUI nodes. Because the code was ported directly from the original ControlNet annotator and wired to the same hosted models, it behaves consistently with upstream tooling when you are moving a pipeline from another UI. There is also an all-in-one preprocessor node for quick experiments, while each detector keeps its full threshold controls when you need finer tuning. If you build or maintain ComfyUI node graphs that condition generation on image structure, this saves you from wiring preprocessors by hand.

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