Research Article

Identifying Capsule Defect Based on an Improved Convolutional Neural Network

Table 2

Details of the proposed CNN model used in the experiments.

LayerKernel sizeStridePaddingOutput sizeOutput number

Convolution 1551Yes10010032
Pooling 1222No505032
Convolution 2551Yes505064
Pooling 2222No252564
Convolution 3331Yes2525128
Pooling 3222No1212128
Convolution 4331Yes1212128
Pooling 4222No66128
Fully connected 1111024
Fully connected 211512
Fully connected 31112