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Title: :  FIRE DETECTION SYSTEM FOR WAREHOUSE ASSET PROTECTION
PaperId: :  11880
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 2 2020
DUI:    16.0415/IJARIIE-11880
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mohd Murtuza Ateeque SheikhShri Ramdeobaba College Of Engineering and Management
Vipul LandeShri Ramdeobaba College Of Engineering and Management
Parnika ShahuShri Ramdeobaba College Of Engineering and Management
Ayush KabraShri Ramdeobaba College Of Engineering and Management
Akash Kumar SinghShri Ramdeobaba College Of Engineering and Management

Abstract

Electronics and Communication Engineering
Fire detection, Haar Cascade, Machine Learning, Raspberry Pi, OpenCV, Python, Numpy.
This paper emphasizes the use of Haar cascade machine learning object detection for identifying the presence of fire in a warehouse area. A data set of numerous positive image (showing fire) and numerous negative images (not having fire) is trained and saved in the form of an XML file. We are using Raspberry Pi for running the program which is scripted in Python and utilizing the libraries of OpenCV and Numpy. The feed is taken from a remote surveillance IP camera in real time and sent to the Raspberry Pi where the algorithm breaks it into frames, each frame undergoes the classification and if presence of fire is detected then necessary flags are raised for further decision making. Raspberry Pi is used to act as a separate processing element and to avoid putting strain on the existing surveillance processing unit. We used both RPi3 and RPi4 to estimate various performance parameters as well as various types of cameras were used such as Pi-Cam, ESP32-Cam, offline videos from smart phones.

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IJARIIE Mohd Murtuza Ateeque Sheikh, Vipul Lande, Parnika Shahu, Ayush Kabra, and Akash Kumar Singh. "FIRE DETECTION SYSTEM FOR WAREHOUSE ASSET PROTECTION" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 2 2020 Page 1620-1624
MLA Mohd Murtuza Ateeque Sheikh, Vipul Lande, Parnika Shahu, Ayush Kabra, and Akash Kumar Singh. "FIRE DETECTION SYSTEM FOR WAREHOUSE ASSET PROTECTION." International Journal Of Advance Research And Innovative Ideas In Education 6.2(2020) : 1620-1624.
APA Mohd Murtuza Ateeque Sheikh, Vipul Lande, Parnika Shahu, Ayush Kabra, & Akash Kumar Singh. (2020). FIRE DETECTION SYSTEM FOR WAREHOUSE ASSET PROTECTION. International Journal Of Advance Research And Innovative Ideas In Education, 6(2), 1620-1624.
Chicago Mohd Murtuza Ateeque Sheikh, Vipul Lande, Parnika Shahu, Ayush Kabra, and Akash Kumar Singh. "FIRE DETECTION SYSTEM FOR WAREHOUSE ASSET PROTECTION." International Journal Of Advance Research And Innovative Ideas In Education 6, no. 2 (2020) : 1620-1624.
Oxford Mohd Murtuza Ateeque Sheikh, Vipul Lande, Parnika Shahu, Ayush Kabra, and Akash Kumar Singh. 'FIRE DETECTION SYSTEM FOR WAREHOUSE ASSET PROTECTION', International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, 2020, p. 1620-1624. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/FIRE_DETECTION_SYSTEM_FOR_WAREHOUSE_ASSET_PROTECTION_ijariie11880.pdf (Accessed : ).
Harvard Mohd Murtuza Ateeque Sheikh, Vipul Lande, Parnika Shahu, Ayush Kabra, and Akash Kumar Singh. (2020) 'FIRE DETECTION SYSTEM FOR WAREHOUSE ASSET PROTECTION', International Journal Of Advance Research And Innovative Ideas In Education, 6(2), pp. 1620-1624IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/FIRE_DETECTION_SYSTEM_FOR_WAREHOUSE_ASSET_PROTECTION_ijariie11880.pdf (Accessed : )
IEEE Mohd Murtuza Ateeque Sheikh, Vipul Lande, Parnika Shahu, Ayush Kabra, and Akash Kumar Singh, "FIRE DETECTION SYSTEM FOR WAREHOUSE ASSET PROTECTION," International Journal Of Advance Research And Innovative Ideas In Education, vol. 6, no. 2, pp. 1620-1624, Mar-App 2020. [Online]. Available: http://ijariie.com/AdminUploadPdf/FIRE_DETECTION_SYSTEM_FOR_WAREHOUSE_ASSET_PROTECTION_ijariie11880.pdf [Accessed : ].
Turabian Mohd Murtuza Ateeque Sheikh, Vipul Lande, Parnika Shahu, Ayush Kabra, and Akash Kumar Singh. "FIRE DETECTION SYSTEM FOR WAREHOUSE ASSET PROTECTION." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 2 ().
Vancouver Mohd Murtuza Ateeque Sheikh, Vipul Lande, Parnika Shahu, Ayush Kabra, and Akash Kumar Singh. FIRE DETECTION SYSTEM FOR WAREHOUSE ASSET PROTECTION. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : ]; 6(2) : 1620-1624. Available from: http://ijariie.com/AdminUploadPdf/FIRE_DETECTION_SYSTEM_FOR_WAREHOUSE_ASSET_PROTECTION_ijariie11880.pdf
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