Research Article

[Retracted] Fast Recognition Method for Multiple Apple Targets in Complex Occlusion Environment Based on Improved YOLOv5

Table 3

Evaluation results of 5 algorithms under different occlusions.

MethodPrecision/%Recall/%/%Average image recognition time/s

Hog + SVM73.5075.3474.40.296
Faster RCNN81.0680.3280.690.255
YOLOv693.7690.692.150.024
Baseline YOLOv590.2388.7689.490.036
Improved YOLOv594.6492.8993.760.026