Hao-Yu Wang

Accuracy and Real-Time Performance Evaluation of Pedestrian Detection Models Based on the COCO Dataset

. The detection of pedestrians holds a very important position in application fields such as self-driving cars and intelligent monitoring systems. This research carries out a comparison between a traditional method of HOG+SVM and current deep learning models, including Faster R-CNN and YOLOv8, for the purpose of assess...