Topics / #controlnet

Controlnet projects on GitHub

As of , the most-starred Controlnet projects on GitHub are ControlNet (34.1K stars), TaskMatrix (34K stars) and sd-webui-controlnet (17.8K stars). GitHub.Locker tracks 13 Controlnet repositories with 179.4K stars combined. The fastest-growing on October 17 was stable-diffusion.cpp, with +12 stars in a day.

13Projects
179.4KStars in total
+31Stars in a day
Browse in the catalog →github.com/topics/controlnet ↗

Hot right now

Most stars gained in a day · Oct 17

+12

stable-diffusion.cpp

leejet/stable-diffusion.cpp · ★ 7.7K

A pure C/C++ inference engine for diffusion models like Stable Diffusion, Flux, Wan, Qwen Image, and Z-Image, built the same way as llama.cpp so you can generate images and videos without heavy Python dependencies.

+7

krita-ai-diffusion

Acly/krita-ai-diffusion · ★ 10.7K

A free, open-source Krita plugin that brings generative AI into painting and editing workflows: inpaint, outpaint, live-paint and upscale images with an optional text prompt, running on your own hardware.

+5

stable-diffusion-webui-forge

lllyasviel/stable-diffusion-webui-forge · ★ 13.1K

Stable Diffusion WebUI Forge is a platform built on top of Stable Diffusion WebUI (using Gradio) that adds GPU memory management and performance improvements for running Stable Diffusion image generation locally.

+2

roomGPT

Nutlope/roomGPT · ★ 10.7K

RoomGPT lets you upload a photo of any room and generates an AI-redesigned version of it using a machine learning model.

The all-time top

13 projects · by stars

  1. #1 · lllyasviel/ControlNet

    ControlNet

    ControlNet is a neural network structure that adds extra conditions to diffusion models like Stable Diffusion: instead of a text prompt alone, you steer generation with an edge map, depth map, pose skeleton or scribble. This repo is the official implementation.

    34.1K
  2. #2 · chenfei-wu/TaskMatrix

    TaskMatrix

    TaskMatrix (also known as Visual ChatGPT) connects ChatGPT to a set of Visual Foundation Models so you can send and receive images while chatting, letting the LLM draw, edit, and analyze pictures.

    34K
  3. #3 · Mikubill/sd-webui-controlnet

    sd-webui-controlnet

    An extension for AUTOMATIC1111's Stable Diffusion WebUI that adds ControlNet and other injection-based controls, guiding image generation with extra conditions like depth, poses or edges.

    17.8K
  1. 4

    diffusionbee-stable-diffusion-ui

    13.6Kdivamgupta/diffusionbee-stable-diffusion-ui · JavaScript

    Diffusion Bee is a macOS GUI app that lets you run Stable Diffusion locally on your Mac to generate images from text prompts, with a one-click installer and no technical setup.

  2. 5

    stable-diffusion-webui-forge

    13.1Klllyasviel/stable-diffusion-webui-forge · Python

    Stable Diffusion WebUI Forge is a platform built on top of Stable Diffusion WebUI (using Gradio) that adds GPU memory management and performance improvements for running Stable Diffusion image generation locally.

  3. 6

    kohya_ss

    12.6Kbmaltais/kohya_ss · Python

    Kohya's GUI is a Gradio-based graphical interface (plus CLI) for Kohya's Stable Diffusion training scripts, letting you fine-tune diffusion models, train LoRA/LoHa/LoKr, Dreambooth, Textual Inversion, and full fine-tuning without hand-writing training commands.

  4. 7

    InstantID

    12KinstantX-research/InstantID · Python

    InstantID is a tuning-free method for identity-preserving image generation: a single reference photo of a face plus a text prompt is enough to create new images that keep the person's likeness, in seconds.

  5. 8

    krita-ai-diffusion

    10.7KAcly/krita-ai-diffusion · Python

    A free, open-source Krita plugin that brings generative AI into painting and editing workflows: inpaint, outpaint, live-paint and upscale images with an optional text prompt, running on your own hardware.

  6. 9

    roomGPT

    10.7KNutlope/roomGPT · TypeScript

    RoomGPT lets you upload a photo of any room and generates an AI-redesigned version of it using a machine learning model.

  7. 10

    PhotoMaker

    10.1KTencentARC/PhotoMaker · Jupyter Notebook

    PhotoMaker is an AI tool from Tencent ARC (CVPR 2024) that generates new images of a specific person: you feed in a few reference photos of the face plus a text prompt, and it renders that identity in new scenes, poses, or styles.

  8. 11

    stable-diffusion.cpp

    7.7Kleejet/stable-diffusion.cpp · C++

    A pure C/C++ inference engine for diffusion models like Stable Diffusion, Flux, Wan, Qwen Image, and Z-Image, built the same way as llama.cpp so you can generate images and videos without heavy Python dependencies.

  9. 12

    Stable-Diffusion

    2.8KFurkanGozukara/Stable-Diffusion · Jupyter Notebook

    A huge, continuously updated collection of tutorial videos by Dr. Furkan Gozukara covering Stable Diffusion, SDXL, FLUX, SD3, LoRA training, DreamBooth, ControlNet, deepfakes, TTS, animation and more, with links to full YouTube walkthroughs for each topic.

  10. 13

    Comfyui-MMH3-UltimateUpscale

    236bbaudio-2025/Comfyui-MMH3-UltimateUpscale · Python

    A ComfyUI custom node that upscales long, high-resolution MiniMax H3 AV video latents on VRAM-limited GPUs, using temporal chunking and spatial tiling inside a single node while keeping the audio track intact.

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