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Lightweight YOLOv7-Tiny for Traffic Sign Detection by kksrilakshmi60 is a document available to read on EtoBox.

What is Lightweight YOLOv7-Tiny for Traffic Sign Detection about?

The document presents a novel lightweight traffic sign detection model called YOLOv7-tiny-RCA, which integrates an improved ELAN-REP module and a CBAM attention mechanism to enhance detection accuracy and reduce computational complexity. Experimental results show that the model achieves a mean Average Precision of 81.03% while reducing parameters from 6.13M to 4.99M, making it suitable for deployment on edge devices. This advancement in traffic sign detection technology has significant implications for inte

Author

kksrilakshmi60

Language

EN