Image Recognition of Crop Diseases and Insect Pests Based on Deep Learning

Table 8

Training and detection of crop disease and insect pest image data.

Item	BCRM	MnasNet	Deep learning	Remote sensing	Image quality	Pests and diseases
Accuracy	0.32	1.18	1.35	0.84	0.45	0.94
Recall	2.03	2.51	3.17	2.99	2.77	2.78
Precision	2.61	4.11	2.86	5.79	3.48	5.47
MEMA-T	3.85	2.44	3.83	5.01	4.9	5.73
VGG16	1.05	4.3	3.91	3.3	3.24	4.5
AlexNet	4.93	1.32	4.15	1.73	5.08	1.47