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-# OOTDiffusion
-This repository is the official implementation of OOTDiffusion
-
-🤗 [Try out OOTDiffusion](https://huggingface.co/spaces/levihsu/OOTDiffusion) (Thanks to [ZeroGPU](https://huggingface.co/zero-gpu-explorers) for providing A100 GPUs)
-
-Or [try our own demo](https://ootd.ibot.cn/) on RTX 4090 GPUs
-
-> **OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on** [[arXiv paper](https://arxiv.org/abs/2403.01779)]<br>
-> [Yuhao Xu](http://levihsu.github.io/), [Tao Gu](https://github.com/T-Gu), [Weifeng Chen](https://github.com/ShineChen1024), [Chengcai Chen](https://www.researchgate.net/profile/Chengcai-Chen)<br>
-> Xiao-i Research
-
-
-Our model checkpoints trained on [VITON-HD](https://github.com/shadow2496/VITON-HD) (half-body) and [Dress Code](https://github.com/aimagelab/dress-code) (full-body) have been released
-
-* 🤗 [Hugging Face link](https://huggingface.co/levihsu/OOTDiffusion)
-* 📢📢 We support ONNX for [humanparsing](https://github.com/GoGoDuck912/Self-Correction-Human-Parsing) now. Most environmental issues should have been addressed : )
-* Please download [clip-vit-large-patch14](https://huggingface.co/openai/clip-vit-large-patch14) into ***checkpoints*** folder
-* We've only tested our code and models on Linux (Ubuntu 22.04)
-
-![demo](images/demo.png)&nbsp;
-![workflow](images/workflow.png)&nbsp;
-
-## Installation
-1. Clone the repository
-
-```sh
-git clone https://github.com/levihsu/OOTDiffusion
-```
-
-2. Create a conda environment and install the required packages
-
-```sh
-conda create -n ootd python==3.10
-conda activate ootd
-pip install torch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2
-pip install -r requirements.txt
-```
-
-## Inference
-1. Half-body model
-
-```sh
-cd OOTDiffusion/run
-python run_ootd.py --model_path <model-image-path> --cloth_path <cloth-image-path> --scale 2.0 --sample 4
-```
-
-2. Full-body model 
-
-> Garment category must be paired: 0 = upperbody; 1 = lowerbody; 2 = dress
-
-```sh
-cd OOTDiffusion/run
-python run_ootd.py --model_path <model-image-path> --cloth_path <cloth-image-path> --model_type dc --category 2 --scale 2.0 --sample 4
-```
-
-## Citation
-```
-@article{xu2024ootdiffusion,
-  title={OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on},
-  author={Xu, Yuhao and Gu, Tao and Chen, Weifeng and Chen, Chengcai},
-  journal={arXiv preprint arXiv:2403.01779},
-  year={2024}
-}
-```
-
-## TODO List
-- [x] Paper
-- [x] Gradio demo
-- [x] Inference code
-- [x] Model weights
-- [ ] Training code