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FasterViT is a hybrid CNN-ViT neural network that combines the strengths of CNNs and ViTs, achieving high image throughput for computer vision tasks. It introduces a Hierarchical Attention (HAT) approach for efficient self-attention, resulting in state-of-the-art accuracy and faster performance.
By Igor Melnyk5
33 ratings
FasterViT is a hybrid CNN-ViT neural network that combines the strengths of CNNs and ViTs, achieving high image throughput for computer vision tasks. It introduces a Hierarchical Attention (HAT) approach for efficient self-attention, resulting in state-of-the-art accuracy and faster performance.

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