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Call for Papers:Vol.12 Issue.3

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Title: :  Integrated Fire Detection System using ML and IOT
PaperId: :  23188
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23188
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Bhakti ChauhanPadmabhooshan Vasantdada Patil institute of Technology
Samarth KumbharPadmabhooshan Vasantdada Patil institute of Technology
Swapnil SawantPadmabhooshan Vasantdada Patil institute of Technology
Gaurav ChaudhariPadmabhooshan Vasantdada Patil institute of Technology
Prachi ThakarPadmabhooshan Vasantdada Patil institute of Technology

Abstract

Computer Engineering
Fire detection system, Multi-model system, Machine learning, Real-time detection, False alarms, Fire protection
An integrated fire detection system that combines smoke, thermal, and image analysis using machine learning can provide real-time fire detection and reduce false alarms, thereby enhancing safety. Traditional single-sensor fire detection systems that rely on smoke or heat often result in false alarms or delays. The proposed multi-model system involves combining smoke, thermal, and YOLO v8 image detection technologies. However, challenges such as data privacy, cost, and maintenance need to be addressed. Nevertheless, this advanced fire detection system has the potential to significantly improve fire protection.

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IJARIIE Bhakti Chauhan, Samarth Kumbhar, Swapnil Sawant, Gaurav Chaudhari, and Prachi Thakar. "Integrated Fire Detection System using ML and IOT" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 3516-3520
MLA Bhakti Chauhan, Samarth Kumbhar, Swapnil Sawant, Gaurav Chaudhari, and Prachi Thakar. "Integrated Fire Detection System using ML and IOT." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 3516-3520.
APA Bhakti Chauhan, Samarth Kumbhar, Swapnil Sawant, Gaurav Chaudhari, & Prachi Thakar. (2024). Integrated Fire Detection System using ML and IOT. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 3516-3520.
Chicago Bhakti Chauhan, Samarth Kumbhar, Swapnil Sawant, Gaurav Chaudhari, and Prachi Thakar. "Integrated Fire Detection System using ML and IOT." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 3516-3520.
Oxford Bhakti Chauhan, Samarth Kumbhar, Swapnil Sawant, Gaurav Chaudhari, and Prachi Thakar. 'Integrated Fire Detection System using ML and IOT', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 3516-3520. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Integrated_Fire_Detection_System_using_ML_and_IOT_ijariie23188.pdf (Accessed : ).
Harvard Bhakti Chauhan, Samarth Kumbhar, Swapnil Sawant, Gaurav Chaudhari, and Prachi Thakar. (2024) 'Integrated Fire Detection System using ML and IOT', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 3516-3520IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Integrated_Fire_Detection_System_using_ML_and_IOT_ijariie23188.pdf (Accessed : )
IEEE Bhakti Chauhan, Samarth Kumbhar, Swapnil Sawant, Gaurav Chaudhari, and Prachi Thakar, "Integrated Fire Detection System using ML and IOT," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 3516-3520, Mar-App 2024. [Online]. Available: http://ijariie.com/AdminUploadPdf/Integrated_Fire_Detection_System_using_ML_and_IOT_ijariie23188.pdf [Accessed : ].
Turabian Bhakti Chauhan, Samarth Kumbhar, Swapnil Sawant, Gaurav Chaudhari, and Prachi Thakar. "Integrated Fire Detection System using ML and IOT." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver Bhakti Chauhan, Samarth Kumbhar, Swapnil Sawant, Gaurav Chaudhari, and Prachi Thakar. Integrated Fire Detection System using ML and IOT. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 3516-3520. Available from: http://ijariie.com/AdminUploadPdf/Integrated_Fire_Detection_System_using_ML_and_IOT_ijariie23188.pdf
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