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 16 controlnet tools models tracked. The highest-rated is hnsywangxin/controlnet_stable_tensorrt at 43/100 with 110 stars.

Get all 16 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	43	Emerging	110	Python
2	a-lgil/pose-depot A collection of ControlNet poses	38	Emerging	288	Astro
3	city96/SD-Latent-Upscaler Upscaling stable diffusion latents using a small neural network.	38	Emerging	168	Python
4	camenduru/ControlNet-v1-1-nightly-colab controlnet v1.1 colab	37	Emerging	88	Jupyter Notebook
5	360CVGroup/RelaCtrl Efficient controlnet for DiTs	36	Emerging	383	Python
6	Haoming02/FIRST Frame Interpolation Refined with Stable Diffusion via Control Net	35	Emerging	24	Python
7	ovshake/awesome-controlnets List of awesome ControlNets with different conditionings	33	Emerging	5	—
8	un1tz3r0/controlnetvideo Apply controlnet to video clips	29	Experimental	82	Python
9	zjysteven/controlnet_tile Workable training script for ControlNet tile	21	Experimental	35	Python
10	cobanov/awesome-controlnet Awesome repo for ControlNet	21	Experimental	97	—
11	daxijiu/ControlNet-Easy-Training-Script an out-of-the-box integrated ControlNet training script	19	Experimental	3	Python
12	doguilmak/Cityscapes-ControlNet-SD15 Controlled image generation with Stable Diffusion + ControlNet using...	18	Experimental	1	Jupyter Notebook
13	svjack/ControlLoRA-Chinese A Light Neural Network To Control Stable Diffusion Spatial Information tuned...	13	Experimental	9	Python
14	SharvenRane/controlnet-finetuning ControlNet fine-tuning on medical and industrial domains for conditioned generation	11	Experimental	—	Python
15	doguilmak/Facades-ControlNet-SD15 Controlled image generation with Stable Diffusion + ControlNet using Facades...	11	Experimental	—	Jupyter Notebook
16	Abhinand-p/FoggyGen-ControlNet-LoRA A deep learning-based approach for generating realistic foggy images using...	11	Experimental	4	Jupyter Notebook