Evaluation Technology of Classroom Students’ Learning State Based on Deep Learning

Table 2

Fatigue state detection results.

Sequence number	Types	Number of open-eyed pictures	Number of closed-eye pictures	Open detection number	Closed eyes detection number	Result
1	Fatigue	394	1082	228	1069	Fatigue
2	Normal	1215	285	1072	227	Normal
3	Normal	1055	472	974	395	Normal
4	Fatigue	767	720	721	389	Fatigue
5	Normal	1226	231	1112	156	Normal
6	Fatigue	555	792	456	742	Fatigue
7	Normal	1315	185	1221	112	Normal
8	Fatigue	149	1351	34	1280	Fatigue
9	Normal	724	216	628	196	Normal
10	Normal	946	523	831	476	Fatigue