Head over to the article for tutorial:

Fire detection using customized basic CNN and InceptionV3 model.

https://towardsdatascience.com/early-fire-detection-system-using-deep-learning-and-opencv-6cb60260d54a

General template for resnet refer to other dataset of 10 classes and could be customized to work on any data- it shows the basic code for plotting the evaluation matrix.