DreamEdit: Subject-driven Image Editing

Replace the subject in a given image to a customized one or add your customized subject to any provided background!

Models, code, and dataset for DreamEdit: Subject-driven Image Editing.

Check project website for demos and data examples.

Requirements

A suitable conda environment named dream_edit can be created and activated with:

conda env create -f environment.yaml
conda activate dream_edit

BibTeX

If you find this paper or repo useful for your research, please consider citing our paper:

@misc{li2023dreamedit,
      title={DreamEdit: Subject-driven Image Editing}, 
      author={Tianle Li and Max Ku and Cong Wei and Wenhu Chen},
      year={2023},
      eprint={2306.12624},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}