基于深度学习方法的N5/NiCrAlY涂层图像识别的研究

王明好, 王欢, 刘叡, 孟凡帝, 刘莉, 王福会

Research on Image Recognition for NiCrAlY Coating/N5 High-temperature Alloy System Based on Deep Learning Method

WANG Minghao, WANG Huan, LIU Rui, MENG Fandi, LIU Li, WANG Fuhui

图7 各卷积神经网络的正确率和损失率变化曲线图

Fig.7 Accuracy and loss rate curves of 6-layer convolutional neural network (a), 8-layer convolutional neural network (RMSProp) (b), 10-layer convolutional neural network (RMSProp) (c), 8-layer convolutional neural network (Adam) (d) and 10-layer convolutional neural network (Adam) with iterations the 8-layers convolutional neural network (RMSProp) with iterations (e)