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

<div>The loss value of the discriminator and the generator. (a) is the loss value of the discriminator and (b) is the loss of the generator. Results show that DCGAN has a better performance compared with GAN.</div>

Complexity

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Figure 7

Figure 7: Deep Convolutional Generative Adversarial Network and Convolutional Neural Network for Smoke Detection 