siqi9747/simpleclick

SimpleClick: Interactive Image Segmentation, Editing, and Generation using Vision Transformers

SimpleClick: Interactive Image Segmentation, Editing, and Generation using Vision Transformers

Introduction

We aim to develop SimpleClick as a practical tool for interactive image segmentation, editing, and generation. To reproduce results of our published papers, please refer to the following branches.

Branches

[v1.0] Implementation of our paper "SimpleClick: Interactive Image Segmentation with Simple Vision Transformers" (arXiV'22) [PDF]. This branch only supports interactive image segmentation.

Features

• Interactive Image Segmentation
• Image Editing
• Image Generation

License

The code is released under the MIT License. It is a short, permissive software license. Basically, you can do whatever you want as long as you include the original copyright and license notice in any copy of the software/source.

Citation

@article{liu2022simpleclick,
  title={SimpleClick: Interactive Image Segmentation with Simple Vision Transformers},
  author={Liu, Qin and Xu, Zhenlin and Bertasius, Gedas and Niethammer, Marc},
  journal={arXiv preprint arXiv:2210.11006},
  year={2022}
}