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sd4ocv

deploy stable diffusion with opencv

install dependency

pip install opencv-python
pip install numpy torch
pip install transformers

run demo

download the model at google drive: website

python demo.py

co-authors

YuxuanMA, JunzheGONG

Acknowledgement

we develop the model based on:

@article{lu2022dpm,
  title={DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps},
  author={Lu, Cheng and Zhou, Yuhao and Bao, Fan and Chen, Jianfei and Li, Chongxuan and Zhu, Jun},
  journal={arXiv preprint arXiv:2206.00927},
  year={2022}
}

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