File size: 2,709 Bytes
8f55a5d 2eb6c7a 8f55a5d 6127e61 8f55a5d 6127e61 34080ae 8f55a5d 6127e61 34080ae 8f55a5d 2ea1a0c 6127e61 8f55a5d 2ea1a0c 8f55a5d 2ea1a0c 6127e61 8f55a5d a151f8c 8f55a5d a151f8c 8f55a5d 34080ae 6127e61 34080ae 6127e61 8f55a5d b6350c1 8f55a5d 3d0d923 6127e61 8f55a5d 2eb6c7a |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 |
---
license: other
license_name: server-side-public-license
license_link: https://www.mongodb.com/legal/licensing/server-side-public-license
tags:
- diffusion
- virtual try-on
- virtual try-off
- virtual-try-off
- image generation
- fashion
- e-commerce
base_model:
- CompVis/stable-diffusion-v1-4
---
## TryOffDiff <small>[[Project Page]][project_page]</small>
These models are based on the research papers:
1. _"TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models"_ [[paper]][paper_arxiv]
2. _"MGT: Extending Virtual Try-Off to Multi-Garment Scenarios"_ [[paper]][paper2_arxiv]
Available models:
- `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][hf_spaces].
> For more information on training, inference, and evaluation, refer to the [GitHub repository][github].
## License
TL;DR: Not available for commercial use, unless the FULL source code is shared! \
This project is intended solely for academic research. No commercial benefits are derived from it.
Models are licensed under [Server Side Public License (SSPL)][license]
## Citation
If you use this work, please give a star ⭐ and a 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}}
}
```
[hf_spaces]: https://huggingface.co/spaces/rizavelioglu/tryoffdiff/blob/main/app.py
[project_page]: https://rizavelioglu.github.io/tryoffdiff/
[paper_arxiv]: https://arxiv.org/abs/2411.18350
[paper2_arxiv]: https://arxiv.org/abs/2504.13078
[github]: https://github.com/rizavelioglu/tryoffdiff
[license]: https://www.mongodb.com/legal/licensing/server-side-public-license |