shadow2496/VITON-HD

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1161 stars · 250 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Official PyTorch implementation of VITON-HD (CVPR 2021), a high-resolution image-based virtual try-on model that transfers a clothing item onto a person's photo at 1024x768 resolution using misalignment-aware ALIAS normalization. It includes training/inference code and a preprocessed 1024x768 try-on dataset for research use.

Use cases

• generate virtual try-on images of clothes on a person
• try on clothing items on model photos at high resolution
• research high-resolution image synthesis for fashion
• train a virtual try-on model on the VITON-HD dataset
• compare virtual try-on baselines for a paper
• build a fashion e-commerce outfit preview prototype

When to choose

• you need a proven, citable virtual try-on baseline at 1024x768 resolution
• you want the official implementation with the matching preprocessed dataset
• you are doing academic research on clothing transfer or image generation

When to avoid

• you need a production-ready try-on service with licensing for commercial use (dataset and code are research-only)
• you want text-prompt or diffusion-based dressing (see StableVITON or PromptDresser instead)
• you need a maintained product with support and frequent updates

Facets

library · maturity maintenance

image-processing machine-learning deep-learning computer-vision image-processing deep-learning e-commerce python virtual-try-on image-generation pytorch gan computer-vision research-code cvpr-2021 linux gpu

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markdown · JSON · MCP: product_card(name="shadow2496/VITON-HD")