A Smart Surveillance System for Uncooperative Gait Recognition Using Cycle Consistent Generative Adversarial Networks (CCGANs)

Table 2

Results of CNN and CCGANs.

Sr. no.	Probe set	Accuracy (%)	Precision	Recall	F1score
1	Normal (CNN)	97.98	0.98	0.97	0.97
2	Bags (CNN)	38	0.29	0.38	0.31
3	Coats (CNN)	24.19	0.17	0.24	0.19
5	Bags (CNN + CCGANs)	79	0.72	0.79	0.74
6	Coats (CNN + CCGANs)	51.8	0.38	0.51	0.41