Table 2.
A table summary of the LeNet architecture for 32 × 32 × 3 input image. To build LeNet2 and LeNet3, one layer or two layers were added to the LeNet architecture, respectively

Layer Type	Output Size	Filter Size/Stride
INPUT IMAGE	32 × 32 × 3
CONV	32 × 32 × 20	5 × 5 × 20
ACT	32 × 32 × 20
POOL	16 × 16 × 20	2 × 2
CONV	16 × 16 × 50	5 × 5 × 50
ACT	16 × 16 × 50
POOL	8 × 8 × 50	2 × 2
FC	500
ACT	500
FC	5
SOFTMAX	5