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

Figure 6

DCG-CNN framework. The images were input to the DCGAN. Then, CNN trains and tests the network by the labelled datasets and classifies the smoke and nonsmoke images.