Pest Identification and Counting of Yellow Plate in Field Based on Improved Mask R-CNN

Table 3

Comparison of the performance of each model.

Model	mAP (%)	FPS
Faster R-CNN	76.4	7
YOLO	63.4	45
SSD500	76.8	19
Mask R-CNN	79.6	4
This article	80.2	4