Human-Computer Interaction with Hand Gesture Recognition Using ResNet and MobileNet

Table 4

Model evaluation metrices.

Alphabets	Precision	Recall	F1-score
Ain	0.97	0.99	0.98
Al	1	0.97	0.98
Aleff	0.85	1	0.92
Bb	0.93	0.98	0.95
Dal	0.84	0.99	0.91
Dha	0.94	0.95	0.94
Dhad	0.97	0.98	0.98
Fa	0.97	0.9	0.94
Gaaf	0.95	0.95	0.95
Ghain	0.99	0.99	0.99
Ha	0.91	0.97	0.94
Haa	0.96	0.97	0.97
Jeem	0.95	1	0.97
Kaaf	0.97	0.98	0.98
Khaa	0.99	0.96	0.97
La	0.99	0.98	0.99
Laam	1	1	1
Meem	0.97	0.98	0.98
Nun	1	0.95	0.97
Ra	0.94	0.89	0.91
Saad	0.99	0.92	0.95
Seen	0.99	0.97	0.98
Sheen	0.97	0.99	0.98
Ta	0.98	0.88	0.93
Taa	0.94	0.93	0.93
Thaa	0.95	0.93	0.94
Thal	0.97	0.91	0.94
Toot	0.99	1	1
Waw	0.99	0.95	0.97
Ya	0.99	1	1
Yaa	0.99	0.99	0.99
Zay	0.98	0.92	0.95