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Traffic Signs Recognition With Deep Learning by Siva Kumar is a document available to read on EtoBox.
What is Traffic Signs Recognition With Deep Learning about?
The document discusses the importance of traffic-sign recognition (TSR) in driver-assistance systems and the challenges it faces. It presents a benchmark dataset (NZ Traffic Signs 3K) for TSR in New Zealand and evaluates the effectiveness of two deep learning models, Faster R-CNN and YOLOv5, in classifying traffic signs. The results highlight the strengths and weaknesses of each model for the TSR task.
- Author
- Siva Kumar
- Language
- EN