A YOLOv7-based vehicle detector that combines dynamic convolution, a channel-and-window attention block, and translation-variant convolution reports improved mAP on UA-DETRAC, BDD100K, and BIT-Vehicle.
Tvconv: Efficient translation variant convolution for layout-aware visual process- ing,
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A Dynamic Transformer Network for Vehicle Detection
A YOLOv7-based vehicle detector that combines dynamic convolution, a channel-and-window attention block, and translation-variant convolution reports improved mAP on UA-DETRAC, BDD100K, and BIT-Vehicle.