Recognition of Traffic Police Gestures Based on Transfer Learning
Lian Li, Vladimir Y. Mariano · 2023
At present, the auto-driving technology is becoming more and more mature, but how the auto-driving car recognizes the traffic police gesture information under special road conditions has become an urgent problem to be solved. In this paper, based on transfer learning, eight kinds of gesture signals of Chinese traffic police are recognized. The dataset is "Chinese Traffic Police Gesture Dataset"(CTPGD). The total loss value is 0.2174, and good results have been achieved.