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

Table 1

The GoogLeNet model achieved classification performance comparable.

Item	Training set	Validation set	Test set	SMCNL	EFFL	MEMA-I
Bold text	0.12	0.15	1.59	1.75	0.95	1.65
Goo	1.8	1.63	2.17	1.8	1.22	3.43
Ent	2.35	4.56	3.15	2.51	2.17	2.2
Aug	3.24	2.48	3.05	5.82	1.57	5.84
Tran	3.02	2.51	2.91	1.12	3.91	4.84
L2	5.73	6.71	4.4	6.08	5.81	5.96