Electric Bicycle Violation Automatic Detection in Unconstrained Scenarios

Object detection technology develops rapidly and has broad application prospects. There are few relevant researches on the detection of electric bicycle violation. It is of great practical significance to apply the object detection technology to the detection of electric bicycle violation. The main violations of electric bicycle are not wearing safety helmet, not install license plate, overload and so on. Use YOLOv3 to train the datasets of riding electric bike, safety helmet and license plate to detect electric bicycle violations; The technology of chineseocr is used to identify the electric bicycle license plate number. The experiment proves that the method presented in this paper has a high detection accuracy for the objects of riding electric bike, safety helmet and license plate, but the recognition accuracy for license plate number is a little less.