Deep Convolutional Generative Adversarial Network and Convolutional Neural Network for Smoke Detection

Table 2

Model-relevant hyperparameters.

No.	Network layer	Kernel number	Kernel_size	Strides
1	Convolution1	16	3	1
2	Convolution1	16	3	1
3	Convolution1	16	3	1
4	Maxpooling1	16	2	2
5	Convolution2	32	3	1
6	Convolution2	32	3	1
7	Convolution2	32	3	1
8	Maxpooling2	32	2	2
9	Convolution3	64	3	1
10	Convolution3	64	3	1
11	Convolution3	64	3	1
12	Maxpooling3	64	2	2
13	Fully connected	Neurons number		1024
14	Fully connected	Neurons number		1024
15	Output	Neurons number		2