Using Convolution Neural Network for Defective Image Classification of Industrial Components

Table 1

P, R, and F₁ of image defect classification of components by different methods.

Models	Precision	Recall	F1
SVM	76.3	84.8	80.32
KNN	79.6	80.2	79.9
BPN	84.7	77.4	80.9
MLP	85.5	76.5	80.8
CNN	91.4	84.9	88.0