Hardware Module Design and Software Implementation of Multisensor Fire Detection and Notification System Using Fuzzy Logic and Convolutional Neural Networks (CNNs)

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Scenario</td><td class="align_center">Class detected</td><td class="align_center">Accuracy</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Indoor (no fire)</td><td class="align_center">No fire</td><td class="align_center">0.89</td></tr><tr><td class="align_left">Indoor (fire)</td><td class="align_center">Fire</td><td class="align_center">0.91</td></tr><tr><td class="align_left">Outdoor (no fire)</td><td class="align_center">No fire</td><td class="align_center">0.90</td></tr><tr><td class="align_left">Outdoor (fire)</td><td class="align_center">Fire</td><td class="align_center">0.99</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Video output results for the fire detection and classification.</div>

Journal of Engineering

tab6

Table 6

Table 6: Hardware Module Design and Software Implementation of Multisensor Fire Detection and Notification System Using Fuzzy Logic and Convolutional Neural Networks (CNNs) 

Table 6 | Hardware Module Design and Software Implementation of Multisensor Fire Detection and Notification System Using Fuzzy Logic and Convolutional Neural Networks (CNNs) 