Proposing a Recognition System of Gestures Using MobilenetV2 Combining Single Shot Detector Network for Smart-Home Applications

Table 1

Comparing metrics of convolution networks for ImageNet dataset.

No	Network	Accuracy on ImageNet	Number of parameter	Size of network (megabyte)	Depth
1	VGG-16 [5]	0.901	138,357,544	528	23
2	VGG-19 [16]	0.90	143,667,240	549	26
3	Inception-V3 [17]	0.937	23,581,784	92	159
4	Resnet-101 [15]	0.938	44,675,560	171	101
5	MobilenetV2 [6]	0.901	3,538,984	14	88
6	Densenet201 [18]	0.936	20,242,984	80	201
7	Xception [19]	0.945	22,910,480	88	126