Deep Learning Image Classification for Fashion Design

Table 1

Test Accuracy.

Model(method)	Test accuracy
CNN using Adam	94.52
ANN using Adam	90.12
CNN using RMS	88.72
ANN using RMS	87.51
CNN using SGD	86.43
ANN using SGD	84.21
CNN using ADAGRAD	81.80
ANN using ADAGRAD	79.56
CNN using SGDM	79.93
ANN using SGDM	77.93