Virtual Try-On Diffusion Models
Tools for generating photo-realistic images of clothing and fashion items on people or models using diffusion models. Includes virtual try-on, try-off, garment transfer, and fashion visualization. Does NOT include general fashion design tools, sketch-to-image translation, or AR preview systems without generative AI.
There are 27 virtual try-on models tracked. The highest-rated is Zheng-Chong/CatVTON at 46/100 with 1,615 stars.
Get all 27 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=diffusion&subcategory=virtual-try-on&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Model | Score | Tier |
|---|---|---|---|
| 1 |
Zheng-Chong/CatVTON
[ICLR 2025] CatVTON is a simple and efficient virtual try-on diffusion model... |
|
Emerging |
| 2 |
rizavelioglu/tryoffdiff
[CVPR'25-Demo] Official repository of "TryOffDiff: Virtual-Try-Off via... |
|
Emerging |
| 3 |
muzishen/IMAGGarment
[TVCG 2026] 🎨 IMAGGarment🎨 : Fine-Grained Garment Generation with... |
|
Emerging |
| 4 |
muzishen/IMAGDressing
[AAAI 2025]👔IMAGDressing👔: Interactive Modular Apparel Generation for... |
|
Emerging |
| 5 |
davidelobba/TEMU-VTOFF
[ICLR 2026] "Inverse Virtual Try-On: Generating Multi-Category Product-Style... |
|
Emerging |
| 6 |
nxnai/Voost
[SIGGRAPH Asia 25] Voost: A Unified and Scalable Diffusion Transformer for... |
|
Emerging |
| 7 |
miccunifi/ladi-vton
[ACM MM 2023] - LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On |
|
Emerging |
| 8 |
aimagelab/multimodal-garment-designer
This is the official repository for the paper "Multimodal Garment Designer:... |
|
Emerging |
| 9 |
selfitcamera/Outfit-Anyone-in-the-Wild
Outfit Anyone in the Wild: Get rid of Annoying Restrictions for Virtual Try-on Task |
|
Emerging |
| 10 |
sangyun884/HR-VITON
Official PyTorch implementation for the paper High-Resolution Virtual Try-On... |
|
Emerging |
| 11 |
Zheng-Chong/Awesome-Try-On-Models
A repository for organizing papers, codes and other resources related to... |
|
Experimental |
| 12 |
Cyanex1702/Virtual_Try_on_FashionGenAi
Virtual Try-On FashionGenAI is an AI-powered tool that allows users to... |
|
Experimental |
| 13 |
ixarchakos/try-off-anyone
Official repository of "TryOffAnyone: Tiled Cloth Generation from a Dressed Person" |
|
Experimental |
| 14 |
awekakwe/json-ghost-mannequin-pipeline
👗 Streamline ghost-mannequin photography with an automated 6-step pipeline... |
|
Experimental |
| 15 |
DevChoco/CAP-VTON
CaP-VTON : Clothing agnostic Pre-inpainting Virtual Try-ON |
|
Experimental |
| 16 |
cuiaiyu/street-tryon-benchmark
[WACV'25] StreetTryOn: A Benchmark for In-the-Wild Virtual Try-On and... |
|
Experimental |
| 17 |
ovshake/stable-fashion
Stable Fashion: A prompt based virtual try on repository |
|
Experimental |
| 18 |
Levinna/Re-CatVTON
Official implementation of "Rethinking Garment Conditioning in... |
|
Experimental |
| 19 |
trongkhanh083/virtual-try-on-ring
Virtual Ring Try-On using AI |
|
Experimental |
| 20 |
nawodyaishan/ar-fashion-tryon
Full-stack augmented reality and AI-powered virtual garment try-on system... |
|
Experimental |
| 21 |
peterpeeterspeter/json-ghost-mannequin-pipeline
AI-powered 6-step fashion photography pipeline for automated ghost-mannequin... |
|
Experimental |
| 22 |
insionCEO/Amazing-VTON
Improving Diffusion Models for Authentic Virtual Try-on in the Wild |
|
Experimental |
| 23 |
ThaiDuongVu/Wardi
AI-powered clothing try-on tool |
|
Experimental |
| 24 |
27HarshalPatel/Fashion-Aura
🎨 AI-powered virtual try-on platform using Google Gemini 2.0 Flash. Upload... |
|
Experimental |
| 25 |
piktid/flat-to-model
This repository explains how to integrate the Flat-Lay to On-Model app |
|
Experimental |
| 26 |
hfvirtualstylist-ai/hf-virtual-stylist
The AI engine powering Harris & Frank's infinite digital showroom. It uses... |
|
Experimental |
| 27 |
202oranger/ShoeMaster
ShoeMaster is a shoe Benchmark for Sketch2Image translation of shoes, it... |
|
Experimental |