google-research/maxim
Google Research implementation of MAXIM, a state-of-the-art MLP-based architecture for multi-task image restoration and enhancement.

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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.