| | --- |
| | 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 |
| | - image generation |
| | - fashion |
| | - e-commerce |
| | base_model: |
| | - CompVis/stable-diffusion-v1-4 |
| | pipeline_tag: image-to-image |
| | library_name: diffusers |
| | --- |
| | |
| | ## TryOffDiff |
| |
|
| | The models proposed in the paper _"TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models"_ |
| | [[paper]][paper_arxiv] [[project page]][project_page]: |
| | - `tryoffdiff.pth`: The pre-trained StableDiffusion-v1.4 fine-tuned on `VITON-HD-train` dataset. |
| | - `.pth`: A U-Net trained from scratch on `VITON-HD-train` dataset. |
| | - `.pth`: |
| | |
| | |
| | ## Usage |
| | |
| | ```python |
| | from huggingface_hub import hf_hub_download |
| |
|
| | path_model = hf_hub_download( |
| | repo_id="rizavelioglu/tryoffdiff", |
| | filename="tryoffdiff.pth", # or one of ["ldm-1", "ldm-2", "ldm-3", ...] |
| | ) |
| | |
| | ``` |
| | |
| | > Check out the demo code on [HuggingFace Spaces][hf_spaces] for visualizing the output. |
| | |
| | > Also, check out [GitHub repository][github] to get more information on |
| | > training, inference, and evaluation. |
| | |
| | ### 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 find this repository 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}} |
| | } |
| | ``` |
| | |
| | [hf_spaces]: https://huggingface.co/spaces/rizavelioglu/tryoffdiff |
| | [project_page]: https://rizavelioglu.github.io/tryoffdiff/ |
| | [paper_arxiv]: https://arxiv.org/abs/2411.18350 |
| | [github]: https://github.com/rizavelioglu/tryoffdiff |
| | [license]: https://www.mongodb.com/legal/licensing/server-side-public-license |
| | |
| | |
