A Bicycle Collision Prediction System using Object Detection

Abstract

The number of people who use bicycles in Japan has been increasing rapidly, and many traffic accidents have been occurring. There were 70,000 traffic accidents involving bicycles in 2021, accounting for 22.8% of all traffic accidents in Japan, and this ratio is increasing every year. In this paper, we propose a bicycle collision prediction system using object detection.