Style Transfer Diffusion Diffusion Models

Tools for transferring, enhancing, or manipulating artistic styles, colors, and visual attributes using diffusion models. Does NOT include general image generation, video synthesis, or style analysis without generative capability.

There are 76 style transfer diffusion models tracked. 1 score above 50 (established tier). The highest-rated is jolibrain/joliGEN at 50/100 with 280 stars.

Get all 76 projects as JSON

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

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#	Model	Score	Tier	Stars	Language
1	jolibrain/joliGEN Generative AI Image and Video Toolset with GANs and Diffusion for Real-World...	50	Established	280	Python
2	ali-vilab/AnyDoor Official implementations for paper: Anydoor: zero-shot object-level image...	45	Emerging	4,222	Python
3	zhangmozhe/Deep-Exemplar-based-Video-Colorization The source code of CVPR 2019 paper "Deep Exemplar-based Video Colorization".	42	Emerging	370	Python
4	un1tz3r0/finetunepixelartdiffusion Fine tune a pixelart diffusion model with isometric dataset.	39	Emerging	13	Jupyter Notebook
5	naver-ai/StyleKeeper Official Pytorch implementation of "StyleKeeper: Prevent Content Leakage...	39	Emerging	477	Python
6	ironjr/semantic-draw Official code for the CVPR 2025 paper "SemanticDraw: Towards Real-Time...	38	Emerging	587	Jupyter Notebook
7	lixiaowen-xw/DiffuEraser DiffuEraser is a diffusion model for video inpainting, which performs great...	38	Emerging	625	Python
8	TheMistoAI/MistoLine A Versatile and Robust SDXL-ControlNet Model for Adaptable Line Art Conditioning	38	Emerging	557	—
9	ximinng/PyTorch-SVGRender SVG Differentiable Rendering: Generating vector graphics using neural...	36	Emerging	481	Python
10	open-mmlab/StyleShot StyleShot: A SnapShot on Any Style. 一款可以迁移任意风格到任意内容的模型，无需针对图片微调，即能生成高质量的个性风格化图片!	36	Emerging	457	Python
11	Pseudo-Lab/pseudodiffusers :bulb: PseudoDiffusers: paper/code review and experimental findings related...	36	Emerging	44	HTML
12	FotographerAI/ZenCtrl In-context subject-driven image generation while preserving foreground fidelity	35	Emerging	352	Python
13	albarji/mixture-of-diffusers Mixture of Diffusers for scene composition and high resolution image generation	35	Emerging	448	Python
14	koninik/WordStylist Official PyTorch Implementation of "WordStylist: Styled Verbatim Handwritten...	34	Emerging	83	Python
15	atfortes/Awesome-Controllable-Diffusion Papers and resources on Controllable Generation using Diffusion Models,...	34	Emerging	505	—
16	rhfeiyang/Opt-In-Art Official implementation of "Art-Free Generative Models: Art Creation Without...	33	Emerging	32	Jupyter Notebook
17	garibida/cross-image-attention Officail Implementation for "Cross-Image Attention for Zero-Shot Appearance Transfer"	32	Emerging	395	Python
18	sonnguyen129/deep-feature-rotation Official implementation of paper Deep Feature Rotation for Multimodal Image...	32	Emerging	25	Python
19	neverbiasu/Awesome-Portraits-Style-Transfer A curated collection of papers on portrait style transfer	31	Emerging	28	—
20	aihao2000/stable-diffusion-reference-only [Arxiv 2023] img2img version of stable diffusion. Line Art Automatic...	31	Emerging	150	Python
21	kingnobro/Chat2SVG (CVPR 2025) Code of "Chat2SVG: Vector Graphics Generation with Large...	29	Experimental	213	Python
22	kangyeolk/Paint-by-Sketch Stable Diffusion-based image manipulation method with a sketch and reference image	29	Experimental	184	Python
23	Robin-WZQ/CCLAP [ICME'23, oral] CCLAP: Controllable Chinese Landscape Painting Generation	29	Experimental	19	Python
24	zichongc/StyleBlend [Eurographics '25] Official Implementation of StyleBlend: Enhancing...	29	Experimental	9	Python
25	TapasKumarDutta1/SketchFusion [CVPR 2025] Official Implementation of paper 'SketchFusion: Learning...	29	Experimental	15	Python
26	wangqiang9/SketchKnitter [ICLR 2023 Spotlight] About PyTorch implementation of SketchKnitter:...	28	Experimental	67	Python
27	KyujinHan/Tune-A-VideKO 한국어 기반 One-shot video tuning with Stable Diffusion	28	Experimental	11	Jupyter Notebook
28	dmMaze/sketch2manga Apply screentone to line drawings or colored illustrations with diffusion models.	26	Experimental	45	Jupyter Notebook
29	Westlake-AGI-Lab/StyleStudio [CVPR 2025] Official implementation of StyleStudio: Text-Driven Style...	26	Experimental	166	Python
30	Tinglok/avstyle Codebase for the Paper: Learning Visual Styles from Audio-Visual...	25	Experimental	15	Python
31	philz1337x/style-transfer Style-Transfer: Apply the style of an image to another image	25	Experimental	55	Python
32	WinKawaks/SketchDreamer [BMVC 2023 (Oral)] SketchDreamer: Interactive Text-Augmented Creative Sketch Ideation	25	Experimental	26	Jupyter Notebook
33	MarkMoHR/DoodleAssist [TVCG 2025] DoodleAssist: Progressive Interactive Line Art Generation with...	24	Experimental	7	Python
34	HolmesShuan/Zero-shot-Style-Transfer-via-Attention-Rearrangement [CVPR2024] Official implementation of the paper "Z∗: Zero-shot Style...	24	Experimental	97	Python
35	Junyi42/DiffStyle DiffStyle: Leverage Diffusion Prior to One-for-All Style Transfer. Course...	23	Experimental	92	Python
36	arnabd64/Fine-Tune-Instruct-Pix2Pix A simple jupyter notebook that will help you fine tune your own Instruct...	23	Experimental	6	Jupyter Notebook
37	karan-nanda/Stable-Diffusion-Model This repository features a VAE for image enhancement, a Diffusion model for...	23	Experimental	6	Python
38	VSAnimator/Sketch-a-Sketch Controlling diffusion-based image generation with just a few strokes	23	Experimental	64	Python
39	duongve13112002/DiffusionSpatialControl Let's generate images with objects in desired positions using the diffusion model.	22	Experimental	1	Python
40	nick8592/text-guided-image-colorization This repository provides an interactive image colorization tool that...	22	Experimental	103	Python
41	MarwanMashra/image-generation-for-AR exploring AR application of image generation diffusion models	22	Experimental	7	Jupyter Notebook
42	edshkim98/HalluGen A repository for generating controllable hallucinated features in medical...	22	Experimental	—	Python
43	EnergyAttention/Energy-Based-CrossAttention The official repository of "Energy-Based Cross Attention for Bayesian...	21	Experimental	51	Python
44	cilabuniba/i-dream-my-painting [WACV 2025] I Dream My Painting: Connecting MLLMs and Diffusion Models via...	21	Experimental	17	Jupyter Notebook
45	MarkMoHR/DiffSketchEdit [ICME 2024] Text-based Vector Sketch Editing with Image Editing Diffusion Prior	21	Experimental	12	Python
46	HenryNdubuaku/halo A Library That Uses Quantized Diffusion Model With Clustered Weights For...	20	Experimental	12	Python
47	moatifbutt/color-peel we propose to generate a series of geometric shapes with target colors to...	20	Experimental	68	Python
48	HVision-NKU/StyleExpert Official implementation of StyleExpert(CVPR 2026)	19	Experimental	12	Python
49	ColorDiffuser/ColorDiffuser Video Colorization with Pre-trained Text-to-Image Diffusion Models	19	Experimental	43	—
50	umilISLab/artistic-prompt-interpretation Investigating how text-to-image diffusion models internally represent...	19	Experimental	3	Jupyter Notebook
51	vijay-jaisankar/spectrogrand Code and material relevant to the paper "Spectrogrand: Computational...	19	Experimental	5	Jupyter Notebook
52	fmp453/erase-eval Erasing with Precision: Evaluating Specific Concept Erasure from...	18	Experimental	5	Python
53	Westlake-AGI-Lab/CleanStyle Official implementation of CleanStyle: Plug-and-Play Style Conditioning...	18	Experimental	7	Python
54	lxzcpro/TextEraser Text-Guided Precise Object Removal	18	Experimental	3	Python
55	CSfufu/VidSketch We propose VidSketch, the first method capable of generating high-quality...	17	Experimental	22	Python
56	ouhenio/text-guided-diffusion-style-transfer Implementation of Zero-Shot Contrastive Loss for Text-Guided Diffusion Image...	17	Experimental	24	Python
57	hyliu/piggyback-color Improved Diffusion-based Image Colorization via Piggybacked Models	16	Experimental	72	Jupyter Notebook
58	dnngky/infoground-guidance Information-grounding guidance: enhancing sampling quality in visual...	15	Experimental	—	Jupyter Notebook
59	DimitriosKakouris/StyleMDiffusion StyleMerge Diffusion: A training-free approach to prompted and artistically...	15	Experimental	—	Python
60	NTUYWANG103/GenColor [NeurIPS 2025 (Spotlight)] Official PyTorch Implementation of Paper...	15	Experimental	8	Jupyter Notebook
61	Phlaveeoh/style-mimicry-analysis Analisi delle feature latenti di immagini protette e non protette di vari artisti	14	Experimental	—	Python
62	taegyeong-lee/Generating-Realistic-Images-from-In-the-wild-Sounds Official Code Repository for the paper "Generating Realistic Images from...	14	Experimental	12	Jupyter Notebook
63	VSAnimator/collage-diffusion Implementation of Collage Diffusion (https://arxiv.org/abs/2303.00262)	14	Experimental	38	Jupyter Notebook
64	fredzhang7/Astro-Diffusion Introducing new text-to-video methods	13	Experimental	6	Python
65	prasunroy/dsketch :fire: [ICPR 2024] d-Sketch: Improving Visual Fidelity of Sketch-to-Image...	13	Experimental	2	Python
66	martin-rizzo/TinyModelsForLatentConversion Command-line tools for building high-performance VAEs, latent space...	12	Experimental	3	Python
67	Mithil-hub/Optimizing-Multimodal-Diffusion-Transformers-with-MoE-Enhanced-Stable-Diffusion-3 Mixture-of-Experts vs Dense baseline for InstructPix2Pix image editing using...	11	Experimental	—	Python
68	quickjkee/instruct-pix2pix-distill InstructPix2Pix with distilled diffusion models	11	Experimental	24	—
69	Xlucidator/JDiffArtFlow Few-Shot Style Transfer based on Jittor & Stable Diffusion. Features...	11	Experimental	—	Python
70	egeyavuzcan/semantic-data-augmentation Iterative editing framework that harnesses the inherent strengths of these...	11	Experimental	—	Python
71	JustinValentine/Sketch_Generation Guided Flows for generating human-like sketches	11	Experimental	—	Python
72	knottwill/Magic-UnEraser Diffusion model for image generation using custom 'Eraser' degradation strategy.	11	Experimental	—	Python
73	AngelLagr/Image-Morphing-using-Diffusers-from-Textual-Descriptions Prompt and image interpolation using Diffusers to create smooth animations...	11	Experimental	—	Jupyter Notebook
74	Daheer/Change-Your-Style Change-Your-Style combines the Image2Image and Textual Inversion to change...	11	Experimental	2	Python
75	Vesnica/ADE20K ADE20K data and goodies	10	Experimental	1	Python
76	vossenwout/pixel-art-diffusion Train stable diffusion to generate sprites in the style of dragon quest.	10	Experimental	3	Python