ControlNet Tools Diffusion Models

Tools for training, fine-tuning, deploying, and applying ControlNet models to images and videos for conditioned generation. Includes ControlNet variants, conditioning strategies, and optimization techniques. Does NOT include general diffusion model training, prompt engineering, or non-ControlNet conditioning methods.

There are 14 controlnet tools models tracked. The highest-rated is hnsywangxin/controlnet_stable_tensorrt at 36/100 with 110 stars.

Get all 14 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=diffusion&subcategory=controlnet-tools&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Model	Score	Tier	Stars	Language
1	hnsywangxin/controlnet_stable_tensorrt stable diffusion, controlnet, tensorrt, accelerate	36	Emerging	110	Python
2	a-lgil/pose-depot A collection of ControlNet poses	31	Emerging	288	Astro
3	city96/SD-Latent-Upscaler Upscaling stable diffusion latents using a small neural network.	31	Emerging	168	Python
4	camenduru/ControlNet-v1-1-nightly-colab controlnet v1.1 colab	30	Emerging	88	Jupyter Notebook
5	360CVGroup/RelaCtrl Efficient controlnet for DiTs	29	Experimental	383	Python
6	Haoming02/FIRST Frame Interpolation Refined with Stable Diffusion via Control Net	28	Experimental	24	Python
7	ovshake/awesome-controlnets List of awesome ControlNets with different conditionings	26	Experimental	5	—
8	un1tz3r0/controlnetvideo Apply controlnet to video clips	22	Experimental	82	Python
9	cobanov/awesome-controlnet Awesome repo for ControlNet	14	Experimental	97	—
10	zjysteven/controlnet_tile Workable training script for ControlNet tile	14	Experimental	35	Python
11	daxijiu/ControlNet-Easy-Training-Script an out-of-the-box integrated ControlNet training script	12	Experimental	3	Python
12	doguilmak/Cityscapes-ControlNet-SD15 Controlled image generation with Stable Diffusion + ControlNet using...	12	Experimental	1	Jupyter Notebook
13	doguilmak/Facades-ControlNet-SD15 Controlled image generation with Stable Diffusion + ControlNet using Facades...	11	Experimental	—	Jupyter Notebook
14	SharvenRane/controlnet-finetuning ControlNet fine-tuning on medical and industrial domains for conditioned generation	11	Experimental	—	Python