Improved AlexNet with Inception-V4 for Plant Disease Diagnosis

Table 3

Dataset augmentation process.

	Original data (sheets)	Operations	Final data (sheets)
The first time	21,035	Affine transformation	42,070
The second time	42,070	Superimposed Gaussian noise	84,140
The third time	84,140	Flip vertically	168,280