MISC-colab

Unofficial Pytorch Re-Implementation of MISC on Google Colaboratory

Description

This is an implementation of the paper MISC (Li et al. MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model, 2024. https://arxiv.org/abs/2402.16749 ). You can access the notebook via Open with Colab button above!

Here is Official repository. I modified some parts: I made prompt-generation part (Requires ChatGPT API key), and I rewrote the code so that it works on later version of DiffBIR.

Citation

@misc{li2024misc,
      title={MISC: Ultra-low Bitrate Image Semantic Compression Driven by Large Multimodal Model}, 
      author={Chunyi Li and Guo Lu and Donghui Feng and Haoning Wu and Zicheng Zhang and Xiaohong Liu and Guangtao Zhai and Weisi Lin and Wenjun Zhang},
      year={2024},
      eprint={2402.16749},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}