https://github.com/QianWangX/MDP-Diffusion

Implementation of MDP: A Generalized Framework for Text-Guided Image Editing by Manipulating the Diffusion Path
https://github.com/QianWangX/MDP-Diffusion

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Implementation of MDP: A Generalized Framework for Text-Guided Image Editing by Manipulating the Diffusion Path

• Host: GitHub
• URL: https://github.com/QianWangX/MDP-Diffusion
• Owner: QianWangX
• License: mit
• Created: 2023-03-16T12:23:57.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-06-23T07:22:38.000Z (over 1 year ago)
• Last Synced: 2024-08-01T18:33:27.161Z (3 months ago)
• Language: Jupyter Notebook
• Size: 85.4 MB
• Stars: 64
• Watchers: 2
• Forks: 7
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# :watermelon: MDP-Diffusion

[![arXiv](https://img.shields.io/badge/arXiv-<2303.16765>-.svg)](https://arxiv.org/abs/2303.16765)

![Teaser image](./docs/teaser.png)

**MDP: A Generalized Framework for Text-Guided Image Editing by Manipulating the Diffusion Path**


Qian Wang, Biao Zhang, Michael Birsak, Peter Wonka 


:rocket: [Project page](https://qianwangx.github.io/MDP-Diffusion/)

1. Create the conda enviroment

```

conda env create -f environment.yml

```

2. Play around with MDP.ipynb. We provide the implementation of MDP-epsilon_t.

## Citation

```

@misc{wang2023mdp,

      title={MDP: A Generalized Framework for Text-Guided Image Editing by Manipulating the Diffusion Path}, 

      author={Qian Wang and Biao Zhang and Michael Birsak and Peter Wonka},

      year={2023},

      eprint={2303.16765},

      archivePrefix={arXiv},

      primaryClass={cs.CV}

}

```