Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection

William Thomson, Neelanjan Bhowmik, Toby P. Breckon

Automatic visual fire detection is used to complement traditional fire detection sensor systems (smoke/heat). In this work, we investigate different Convolutional Neural Network (C…