Table 6.

Recognition comparison with state-of-the-art models.

Model	Accuracy (%)	Precision (%)	Recall (%)	F1-score (%)
Darknet19	90.00	90.00	91.5	90.74
Darknet53	89.1	87.96	87.43	87.69
Resnet18	84.20	83.65	85.31	84.47
VGG19	90.91	90.00	93.00	90.47
Shufflenet	88.57	88.5	88.6	88.54
Alexnet	88.89	90.00	90.00	90.00
Mobilenetv2	86.76	88.9	86.78	87.82
Densenet201	88.89	89.00	89.00	89.00
Deepmasknet (Proposed)	93.33	93.00	94.5	93.74