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

Table 3

Comparative experiments between GAN, SS-GAN, and DCGAN.

Models	Training set classification accuracy (%)	Testing set classification accuracy (%)	FID	S
GAN	89.76	85.43	1.68	0.59
SS-GAN	92.36	89.24	1.34	0.74
DCGAN	95.68	93.24	0.83	1.20