Feature Guided CNN for Baby’s Facial Expression Recognition

Table 5

The expression recognition performance of original data which are not equalized by CycleGAN (trained from scratch).

Models	Happy			Sad			Normal			Average accuracy
	Recall	Precision	F1	Recall	Precision	F1	Recall	Precision	F1
SO-DLSE	53.60	47.35	50.28	0.0	0.0	0.0	77.23	65.27	70.75	58.61
VFESO-DLSE	56.40	84.18	67.54	38.79	76.14	51.39	94.68	70.96	81.12	74.24