facebookresearch/hiera
A hierarchical vision transformer model designed for computer vision tasks, published as an ICML 2023 Oral paper.

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Hiera is a hierarchical vision transformer architecture that simplifies the design of vision transformers by removing unnecessary components while maintaining strong performance. The model achieves state-of-the-art results on image classification and other vision tasks with faster training and inference speeds. It provides implementations compatible with PyTorch Hub and Hugging Face Hub.