Table 2. The classification results of Facenet model under different processing methods.
Method
Recall (%)
Precision (%)
Accuracy (%)
F1 (%)
Original
70.6
65.4
75.3
67.9
Pixelated
30.1
29.3
33.6
29.7
Masked
5.64
6.89
6.17
6.2
CIAGAN
26.3
24.8
29.4
25.5
Ours
40.8
38.9
43.7
39.8