Towards Pedestrian Target Detection with Optimized Mask R-CNN

Table 4

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

Network model	AP (%)	FPS
YOLOv2	69.73	15.23
YOLOv3	72.87	12.76
Faster R-CNN	73.58	5.42
Mask R-CNN	74.63	4.99
Optimized Mask R-CNN	85.09	5.27