Table 6.

Comparison of ANN and CNN approach for each shoe types.

Models	ANN			CNN
	S1	S2	S3	S1	S2	S3
M1	0.94	0.94	0.88	0.93	0.94	0.87
M2	0.88	0.91	0.86	0.92	0.94	0.88
M3	0.92	0.81	0.88	0.92	0.93	0.90
M4	0.94	0.94	0.85	0.92	0.93	0.83
M5	0.93	0.95	0.89	0.93	0.94	0.88
M6	0.92	0.96	0.86	0.94	0.95	0.88

S1 (flat), S2 (sneaker), S3 (stiletto heel), M1 (S1 model), M2 (S2 model), M3 (S3 model), M4 (comfortable gait model), M5 (fast gait model), M6 (model using all condition of dataset).