YOLO-CCA, a YOLOv7 variant with transformer-based local and global context modules, reports 92.1% mAP on TT100K, 3.9 points above YOLOv7 with 2.7M fewer parameters.
Road-sign detection and recognition based on support vector machines,
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YOLO-CCA: A Context-Based Approach for Traffic Sign Detection
YOLO-CCA, a YOLOv7 variant with transformer-based local and global context modules, reports 92.1% mAP on TT100K, 3.9 points above YOLOv7 with 2.7M fewer parameters.