Realization of Vehicle Classification System Based on Deep Learning
Yanhong Yang · 2020 IEEE International Conference on Power, Intelligent Computing and Systems (ICPICS) · 2020
Vehicle positioning and classification is an important technology in intelligent transportation and autonomous driving. The system uses SSD algorithm to achieve vehicle classification and positioning, from the picture collection, picture calibration, model training, model detection several aspects of the detailed introduction of vehicle classification process. Pre-labeled can be adopted in image annotation to improve annotation efficiency. The SSD algorithm is a mainstream deep learning-based target detection algorithm in recent years. The algorithm has high detection efficiency and correct rate, and is widely used in classification recognition and target positioning.