Browsing Technological University of the Shannon: Midlands Midwest by Author "Jadon, Arpit"
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FireNet: a specialized lightweight fire & smoke detection model for real-time IoT applications.
Jadon, Arpit; Omama, Mohammad; Varshney, Akshay; Ansari, Mohammad Samar; Sharma, Rishabh (arXiv, 2018-05-28)Fire disasters typically result in lot of loss to life and property. It is therefore imperative that precise, fast, and possibly portable solutions to detect fire be made readily available to the masses at reasonable ... -
Low-complexity high-performance deep learning model for real time low cost embedded fire detection system.
Jadon, Arpit; Varshney, Akshay; Ansari, Mohammad Samar (Elsevier, 2020)Correct and timely detection of fires has been an active area of research. Both shallow learning (with manual feature engineering), as well as deep learning (with its promise of automatically extracting meaningful ...