Pedestrian Fall Event Detection in Complex Scenes Based on Attention-Guided Neural Network

Table 1

Performance comparison conducted on the CityPersons dataset (%).

Algorithms	Average precision	mAP	fps
YOLOv1 [8]	96.33	76.13	67
YOLOv3 [24]	97.1	86.54	48
SSD [9]	97.27	78.37	41
Proposed	98.55	93.15	45