This is the official TensorFlow implementation of MaxViT, a multi-axis vision transformer published at ECCV 2022. It provides state-of-the-art foundation models for image classification, object detection, semantic segmentation, image quality assessment, and generative modeling tasks. The architecture combines dilated local attention with grid attention across both spatial axes.