IJCV (2025): TryOn-Adapter This repository is the official implementation of TryOn-Adapter
TryOn-Adapter: Efficient Fine-Grained Clothing Identity Adaptation for High-Fidelity Virtual Try-On
> > Jiazheng Xing, Chao Xu, Yijie Qian, Yang Liu, Guang Dai, Baigui Sun, Yong Liu, Jingdong Wang
TODO List - [x] ~~Release Texture Highlighting Map and Segmentation Map~~ - [x] ~~Release Data Preparation Code~~ - [x] ~~Release Inference Code~~ - [x] ~~Release Model Weights~~
Getting Started Installation 1. Clone the repository
Data Preparation VITON-HD 1. The VITON-HD dataset serves as a benchmark. Download VITON-HD dataset.
2. In addition to above content, some other preprocessed conditions are in use in TryOn-Adapter. The preprocessed data could be downloaded, respectively. The detail information and code see datapreparation/README.md.
|Content|Google|Baidu| |---|---|---| |Segmentation Map|link|link| |Highlighting Texture Map|link|link|
3. Generate Warped Cloth and Warped Mask based on the GP-VTON.
Once everything is set up, the folders should be organized like this:
DressCode 1. The DressCode dataset serves as a benchmark. Download the DressCode dataset.
2. In addition to above content, some other preprocessed conditions are in use in TryOn-Adapter. The detail information and code see datapreparation/README.md.
3. Generate Warped Cloth and Warped Mask based on the GP-VTON.
Once everything is set up, the folders should be organized like this:
Inference Please download the pretrained model from HuggingFace. To perform inference on the Dress Code or VITON-HD dataset, use the following command:
Acknowledgements Our code is heavily borrowed from Paint-by-Example. We also thank GP-VTON, our warping garments are generated from it.