10 July 2022 : Clinical Research
Automatic Identification of Depression Using Facial Images with Deep Convolutional Neural Network
Xinru Kong1CE, Yan Yao1BC, Cuiying Wang1BC, Yuangeng Wang1BF, Jing Teng2DG, Xianghua Qi2AG*DOI: 10.12659/MSM.936409
Med Sci Monit 2022; 28:e936409
Figure 4 (A–E) Training accuracy vs validation accuracy of FCN, VGG11, VGG19, ResNet50, and Inception-V3. The accuracy of VGG11, ResNet50 network, and Inception-V3 models fluctuated greatly. FCN and VGG19 models had good accuracy. Although the curve of the VGG19 model was relatively flat, the accuracy of the FCN model was significantly improved.