[R] Restormer: Efficient Transformer for High-Resolution Image Restoration (CVPR 2022--ORAL) + Colab Demo + Gradio Web Demo

​

[Visual Results](https://preview.redd.it/vw3aovpxaor81.png?width=1107&format=png&auto=webp&s=9e4d287f1e5ecff8bef798ffef7ddf0b7e21a305)

With Restormer, you can remove noise, motion blur, defocus blur, and rain streaks from your own images.

**Paper:** [https://arxiv.org/abs/2111.09881](https://arxiv.org/abs/2111.09881)

**Github:** [https://github.com/swz30/Restormer](https://github.com/swz30/Restormer)

**Colab Demo:** [https://colab.research.google.com/drive/1C2818h7KnjNv4R1sabe14\_AYL7lWhmu6?usp=sharing](https://colab.research.google.com/drive/1C2818h7KnjNv4R1sabe14_AYL7lWhmu6?usp=sharing)

**Gradio Web Demo:** [https://huggingface.co/spaces/swzamir/Restormer](https://huggingface.co/spaces/swzamir/Restormer)

colab demo gradio image machinelearning transformer web