Table 3.

The results of the plant village experiment.

Models	Res	Result of experiments
		Average F1	Average recall	Avarage precision	Convergence score
Model 2	200	0.9581	0.9586	0.9599	0.90
Model 4	200	0.9877	0.9877	0.9878	0.95
Model 6	200	0.9838	0.9837	0.9840	0.93
Model 8	200	0.9783	0.9783	0.9788	0.93
AlexNet12 (trained from scratch)	256	0.9782	0.9782	0.9782	–
GoogleNet12 (trained from scratch)	256	0.9837	0.9837	0.9837	–
AlexNet12 (transfer learning)	256	0.9928	0.9928	0.9927	–
GoogleNet12 (transfer learning)	256	0.9935	0.9935	0.9935	–

Significant values are in bold.