Research Article

Towards Pedestrian Target Detection with Optimized Mask R-CNN

Table 4

Comparison of the optimized algorithm and several mainstream algorithms’ experimental results.

Network modelAP (%)FPS

YOLOv269.7315.23
YOLOv372.8712.76
Faster R-CNN73.585.42
Mask R-CNN74.634.99
Optimized Mask R-CNN85.095.27