lucidrains/mlp-mixer-pytorch
PyTorch implementation of MLP-Mixer, an all-MLP architecture for visual recognition tasks.
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This repository provides a PyTorch implementation of the MLP-Mixer architecture, an all-MLP solution for vision introduced by Google AI. The model processes images and videos as patches, using only multi-layer perceptrons without convolutions or attention mechanisms. It supports both 2D image classification and 3D video classification through separate model variants.
Frequently asked
- What is lucidrains/mlp-mixer-pytorch?
- PyTorch implementation of MLP-Mixer, an all-MLP architecture for visual recognition tasks.
- Is mlp-mixer-pytorch open source?
- Yes — lucidrains/mlp-mixer-pytorch is open source, released under the MIT license.
- What language is mlp-mixer-pytorch written in?
- lucidrains/mlp-mixer-pytorch is primarily written in Python.
- How popular is mlp-mixer-pytorch?
- lucidrains/mlp-mixer-pytorch has 1.1k stars on GitHub.
- Where can I find mlp-mixer-pytorch?
- lucidrains/mlp-mixer-pytorch is on GitHub at https://github.com/lucidrains/mlp-mixer-pytorch.