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Magic Clothing: Controllable Garment-Driven Image Synthesis [arXiv paper]
Weifeng Chen*, Tao Gu*, Yuhao Xu, Chengcai Chen
* Equal contribution
Xiao-i Research
git clone https://github.com/ShineChen1024/MagicClothing.git1conda create -n magicloth python==3.10
2conda activate magicloth
3pip install torch==2.0.1 torchvision==0.15.2 numpy==1.25.1 diffusers==0.25.1 opencv-python==4.9.0.80 transformers==4.31.0 gradio==4.16.0 safetensors==0.3.1 controlnet-aux==0.0.6 accelerate==0.21.0512 weights
python inference.py --cloth_path [your cloth path] --model_path [your model checkpoints path]768 weights
python inference.py --cloth_path [your cloth path] --model_path [your model checkpoints path] --enable_cloth_guidance512 weights
python gradio_generate.py --model_path [your model checkpoints path] 768 weights
python gradio_generate.py --model_path [your model checkpoints path] --enable_cloth_guidance@article{chen2024magic,
title={Magic Clothing: Controllable Garment-Driven Image Synthesis},
author={Chen, Weifeng and Gu, Tao and Xu, Yuhao and Chen, Chengcai},
journal={arXiv preprint arXiv:2404.09512},
year={2024}
}