Advantages of BrainChip Vision Transformers (ViT):
Complete hardware acceleration: ViT encoder block is fully implemented in hardware, reducing CPU overhead and improving speed.
Highly efficient performance: Reduced energy consumption due to hardware execution.
Low footprint, high scalability: Compact design allows for scalability with up to 12 nodes1.
Higher accuracy in object classification tasks compared to CNNs: ViTs learn features from spatially related regions, making them suitable for object detection, tracking, and segmentation2.
Better generalization when trained on a distributed dataset
2024 BrainChip Discussion, page-8069
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