Infrared Thermal Image Gender Classifier Based on the Deep ResNet Model

Table 3

The Performance measures of the proposed IRT_ResNet models.

Net name	Metrics	Data 1 ratio (%)	Data 2 ratio (%)	All data ratio (%)
IRT_ResNet 18	Precision	96	92	96.6
	Recall	94	99	93.8
	F-score	95.3	95.7	95.2
	Overall accuracy	95.4	95.6	95.2
IRT_ResNet 50	Precision	96	97	94.5
	Recall	87	98.6	96
	F-score	91.5	97.8	95.3
	Overall accuracy	91.9	97.8	95.2
IRT_ResNet 101	Precision	85	99	97.3
	Recall	97.7	94.3	97
	F-score	90.9	96.6	97.2
	Overall accuracy	90.2	96.7	97.2