Virtual Try-Off Generator

This is the demo of the paper TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models.
Upload an image of a clothed individual to generate a standardized garment image using TryOffDiff.
Check out the project page for more information.

Reference Image

Seed

0 1000000

Guidance Scale(s)

No guidance applied at s=1, hence faster inference.

1 5

# of Inference Steps

5 1000

Upscale output by 4x (2048x2048) using an off-the-shelf model.

Upscale Output

Generated Garment

Examples

Reference Image	Seed	Guidance Scale(s)	# of Inference Steps	Upscale Output

Pages:

Example images are sampled from the VITON-HD-test set, which the models did not see during training.

Citation
If you find our work useful in your research, please consider giving a star ⭐ and a citation:

@article{velioglu2024tryoffdiff,
  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},
  journal   = {arXiv},
  year      = {2024},
  note      = {\url{https://doi.org/nt3n}}
}