Research Article

Using Partial Differential Equation Face Recognition Model to Evaluate Students’ Attention in a College Chinese Classroom

Table 3

Accuracy of concentration analysis and evaluation model of partial differential equation face recognition and other face fatigue detection algorithms on classroom data set (%).

Face fatigue classification algorithmDiscriminating the correct number of facesAccuracy (%)

Partial differential equation face recognition concentration analysis evaluation model (VGGNet-18+dropout+Softmax)8887
Partial differential equation face recognition concentration analysis evaluation model (ResNet-18+dropout+Softmax)8484
Fatigue detection algorithm [12]8382
Fatigue detection algorithm [19]7979