yisol/IDM-VTON

Some data may be outdated — see provenance labels.

[ECCV2024] IDM-VTON : Improving Diffusion Models for Authentic Virtual Try-on in the Wild observed · 2026-10-04

github.com/yisol/IDM-VTON · homepage · Python · NOASSERTION (other) observed · 2026-10-04

Health v2 · maintenance only

27/100

Activity 2
Release rhythm 35
Longevity 67

Flags: no_releases no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

gap_med: n/a
age_days: 945
days_rel: n/a
days_push: 592
n_releases_24m: 0

Full methodology

Adoption not part of the score

5206 stars · 824 forks observed · 2026-10-04

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Official implementation of IDM-VTON, an ECCV 2024 paper that improves diffusion models for high-fidelity virtual try-on, swapping garments onto person images in the wild. It provides training and inference code built on SDXL with IP-Adapter, plus dataset preparation for VITON-HD and DressCode.

Use cases

swap clothing between photos of people
generate virtual try-on images of garments on a person
train a diffusion model for image-based clothes try-on
run virtual try-on on the VITON-HD dataset
try on dresses or shirts from a product photo onto a model image
reproduce ECCV 2024 virtual try-on research results

When to choose

you need state-of-the-art research-grade virtual try-on with fine garment detail preservation
you want to train or fine-tune a try-on model on VITON-HD or DressCode
you have GPU resources and are comfortable with research code

When to avoid

you need a production-ready hosted API or polished end-user app
you lack a GPU or cannot set up conda environments and large datasets
you need a permissive license - the license is non-standard

Facets

library · maturity active

image-processing machine-learning deep-learning stable-diffusion computer-vision image-processing artificial-intelligence deep-learning python virtual-try-on diffusion-models eccv2024 garment-transfer sdxl ip-adapter research-code gpu linux

2 sources

readme: https://github.com/yisol/IDM-VTON · fetched 2026-10-04 · 2a90e9824331
homepage: https://idm-vton.github.io/ · fetched 2026-08-29 · 6af8fc09d3d9

Member repositories

Repository	Role	Health v2
yisol/IDM-VTON	main	27

For agents

markdown · JSON · MCP: product_card(name="yisol/IDM-VTON")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem