Recent developments in artificial intelligence technologies have accelerated the transition to smart systems in the automotive industry. By anticipating driving conditions, these technologies enable the prevention of driver-related errors and accidents as well as the provision of crucial information to the driver. In this study, an artificial intelligence-based system is designed to provide information to drivers about speed signs on the road in order to support traffic safety. In this system, Yolov4 model is used to achieve high speed and accuracy levels. After the model training, the model was validated and the test results were found to be 98%.
Speed Limit Sign Object Detection Deep Learning YoloV4 Jetson Nano
Birincil Dil | İngilizce |
---|---|
Konular | Yapay Zeka |
Bölüm | Araştırma Makalesi |
Yazarlar | |
Erken Görünüm Tarihi | 23 Ekim 2023 |
Yayımlanma Tarihi | 29 Ekim 2023 |
Kabul Tarihi | 19 Eylül 2023 |
Yayımlandığı Sayı | Yıl 2023 |
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