google-research/maxim
Google Research implementation of MAXIM, a state-of-the-art MLP-based architecture for multi-task image restoration and enhancement.
Not currently ranked — collecting fresh signals.
star history
This repository contains the official implementation of MAXIM, a CVPR 2022 Oral paper presenting a multi-axis MLP architecture for image processing. The model achieves state-of-the-art results across multiple low-level vision tasks including image denoising, deblurring, deraining, dehazing, and enhancement. It leverages a transformer-like structure with MLP-based components to process images at various scales and axes.
Frequently asked
- What is google-research/maxim?
- Google Research implementation of MAXIM, a state-of-the-art MLP-based architecture for multi-task image restoration and enhancement.
- Is maxim open source?
- Yes — google-research/maxim is open source, released under the Apache-2.0 license.
- What language is maxim written in?
- google-research/maxim is primarily written in Python.
- How popular is maxim?
- google-research/maxim has 1.1k stars on GitHub.
- Where can I find maxim?
- google-research/maxim is on GitHub at https://github.com/google-research/maxim.