add MaxViT [TF]

[awsaf49]

Model description

MaxViT: Multi-Axis Vision Transformer is one of the nice papers of late 2022 which is also published in ECCV 2022 by Google AI.

• This paper introduces a new attention module called "multi-axis attention" which consists of blocked local and sparse global attention for efficient and scalable spatial interactions on arbitrary input resolutions.
• It demonstrates superior performance on various vision tasks including image classification, object detection, and so on.

I think it would be nice to have it on Hugging Face. I would be happy to contribute it on Hugging face.

cc: @alara @NielsRogge

Open source status

• [X] The model implementation is available
• [X] The model weights are available

Provide useful links for the implementation

Code and Weights:

• TF1: https://github.com/google-research/maxvit
• TF2: https://github.com/leondgarse/keras_cv_attention_models

[Tanishq-01]

are you working on this? @awsaf49

[awsaf49]

Yes