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Research Article

JCR. 2020; 7(19): 9825-9830


FIRE INVESTIGATION AND ASSESSMENT USING CNN AND IMAGE PROCESSING

Praveen Sankarasubramanian, Dr. EN. Ganesh.

Abstract
Fire hazards are most typical in industries. It causes heavy loss to the industries and environmental pollution. Fire investigation, assessment, fire safety management, passive and active fire protection, including detection and suppression of conventional sensors sometimes give false alarms. This research is meant to form a mixture of techniques to create the system safer, efficient and to scale back false alarms. To decrease bogus alerts, conventional strategies joined with a vision-based framework to spot a fire during observation utilizing convolution neural systems provide a constant fire discovery framework. We mean to create a combination of methods to form the framework safer and proficient. The proposed continuous fire indicator consolidates cortical region object data with shading pixel insights of the fireside.

Key words: Fire detection, image processing, video processing, CNN



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