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Flucus / Traffic-Sign-Detection-AI

AI-driven traffic sign detection and recognition system using YOLOv8 and a diverse dataset including Hong Kong traffic signs, designed for enhancing road safety and efficient traffic management.
Apache License 2.0
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mAP on mapillary val set? #1

Open isht7 opened 6 months ago

isht7 commented 6 months ago

Thanks for sharing your work! How much mAP (or another metric) was your model able to achieve on the mapillary val set?

Flucus commented 6 months ago

Our AI-driven Traffic Sign Detection and Recognition system achieved a success rate of 83.58% in correctly identifying and classifying traffic signs in our testing phase, which included a diverse set of traffic signs from the Hong Kong region, as part of our Mapillary dataset validation.