rizavelioglu/

tryoffdiff

TryOffDiff [Project Page]

1. "TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models" [paper]
2. "MGT: Extending Virtual Try-Off to Multi-Garment Scenarios" [paper]

• tryoffdiff.pth: Generates upper-body garments. Fine-tuned on VITON-HD-train.
• tryoffdiffv2_upper.pth: Generates upper-body garments. Fine-tuned on a subset of Dress Code-train.
• tryoffdiffv2_lower.pth: Generates lower-body garments. Fine-tuned on a subset of Dress Code-train.
• tryoffdiffv2_dress.pth: Generates dresses. Fine-tuned on a subset of Dress Code-train.
• tryoffdiffv2_multi.pth (MGT): Generates all three garment types (upper-body, lower-body, dresses). Fine-tuned on the entire Dress Code-train.

Usage

For a complete running example, see the demo code on HuggingFace Spaces.

For more information on training, inference, and evaluation, refer to the GitHub repository.

License

Citation

@inproceedings{velioglu2025tryoffdiff,
  title     = {TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models},
  author    = {Velioglu, Riza and Bevandic, Petra and Chan, Robin and Hammer, Barbara},
  booktitle = {BMVC},
  year      = {2025},
  note      = {\url{https://doi.org/nt3n}}
}
@inproceedings{velioglu2025mgt,
  title     = {MGT: Extending Virtual Try-Off to Multi-Garment Scenarios},
  author    = {Velioglu, Riza and Bevandic, Petra and Chan, Robin and Hammer, Barbara},
  booktitle = {ICCVW},
  year      = {2025},
  note      = {\url{https://doi.org/pn67}}
}