Identifying Capsule Defect Based on an Improved Convolutional Neural Network

Table 4

Effect of the batch_size on recognition results.

Batch_size	Train_loss	Train_ accuracy (%)	Test_loss	Test accuracy (%)
8	0.0156	100	0.4126	97.02
16	0.0316	100	0.3999	97.56
32	0.0615	100	3.5738	96.09
64	1.9609	100	9.0746	95.31