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

Table 4

Datasets for smoke detection.

Datasets	Number of smoke images	Number of nonsmoke images	Total number of images	Purpose for
Set1	552	831	1383	Testing
Set2	688	817	1505	Testing
Set3	2201	8511	10712	Training
Set4	2254	8364	10617	Validation
SetA	332	415	747	―
SetB	1328	1660	2988	―
SetC	1518	1780	3298	Training