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

Table 1

The improvement of model performance as the training period grows.

Training period	Network loss	Detection accuracy (%)
50	0.143	79.6
100	0.092	87.4
150	0.072	94.3
200	0.063	99.2