A Pedestrian Detection Method Based on Small Sample Data Set

The current popular pedestrian detection methods are mainly based on deep learning algorithms, including Faster R-CNN, YOLO, SSD and other algorithms. In this paper, the INRIA data set is used to improve the accuracy of model recognition without increasing the speed of model recognition.