Improved AlexNet with Inception-V4 for Plant Disease Diagnosis

Table 4

The detailed structure of the AlexNet-Inception-V4 network.

Layer name	Tensor size
Input	[3, 227, 227]
Conv	[48, 221, 221]
Stem	[384, 25, 25]
Inception-A	[384, 25, 25]
Reduction-A	[1024, 12, 12]
Inception-B	[1024, 12, 12]
Reduction-B	[1536, 5, 5]
Inception-C	[1536, 5, 5]
Average pooling	[1536, 1, 1]
Fully connected layers	[1536]
Output	[4]