Image Real-Time Detection Using LSE-Yolo Neural Network in Artificial Intelligence-Based Internet of Things for Smart Cities and Smart Homes

Table 1

The structure of darknet53.

	Type	Filters	Size	Output
	Convolutional	32
	Convolutional	64
	Convolutional	32
1×	Convolutional	64
	Residual
	Convolutional	128
	Convolutional	64
2×	Convolutional	128
	Residual
	Convolutional	256
	Convolutional	128
8×	Convolutional	256
	Residual
	Convolutional	512
	Convolutional	256
8×	Convolutional	512
	Residual
	Convolutional	1024
	Convolutional	512
4×	Convolutional	1024
	Residual
	Avgpool		Global
	Connected		1000
	Softmax