Hybrid Approach for Shelf Monitoring and Planogram Compliance (Hyb-SMPC) in Retails Using Deep Learning and Computer Vision

Table 4

Comparison of average precision achieved by three different detectors.

Main categories	YOLO V4	YOLO V5	YOLOR
AP
Juices	0.97	0.81	0.77
Chiller	0.97	0.82	0.79
Dairy liquid	0.965	0.826	0.89
Dairy powder	0.966	0.866	0.87
Coffee	0.987	0.85	0.85
Milk modifier	0.982	0.85	0.84
PTW	0.984	0.88	0.87
Infant nutrition	0.95	0.84	0.80
BFC	0.92	0.88	0.73
Nutrition	0.92	0.82	0.79
Nestrade	0.95	0.81	0.76
Sachets	0.95	0.81	0.78