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Title: :  Suspicious Activity Detection Using Deep Learning
PaperId: :  19490
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19490
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Mr. Omkar Sutar Genba Sopanrao Moze College Of Engineering ,Balewadi, Pune, India
Prof .Kaveri Kari Genba Sopanrao Moze College Of Engineering ,Balewadi, Pune, India
Mr. Rohan Bankar Genba Sopanrao Moze College Of Engineering ,Balewadi, Pune, India
Mr. Ashish Bhatkal Genba Sopanrao Moze College Of Engineering ,Balewadi, Pune, India
MR. NAMDEV JEDGULEGenba Sopanrao Moze College Of Engineering ,Balewadi, Pune, India

Abstract

Information technology (IT)
Alert Generation, Suspicious Activity, Shoplifting, Robbery, Break-In
The system aims to give CCTV cameras the ability to detect suspicious activity, without human intervention. This paper aims to identify suspicious activity for surveillance and alert shop owners when suspicious activity is detected. Electronic article surveillance (eas) systems are widely used in today’s retail stores, but this system is not capable enough as the shoplifters can easily remove the tag or label from the product. Hence, this system aims to take real-time videos from CCTV as input and pass it to the cnn model created with the help of transfer learning and detect ‘shoplifting’, ‘robbery’ or ’break-in’ in the store and notify the owners as soon as it occurs. Finally, the main motive is to provide a system that detects suspicious activities without human intervention and generates an alert, thus making a huge revolution in today’s surveillance system.

Citations

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IJARIIE Mr. Omkar Sutar , Prof .Kaveri Kari , Mr. Rohan Bankar , Mr. Ashish Bhatkal , and MR. NAMDEV JEDGULE. "Suspicious Activity Detection Using Deep Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 856-861
MLA Mr. Omkar Sutar , Prof .Kaveri Kari , Mr. Rohan Bankar , Mr. Ashish Bhatkal , and MR. NAMDEV JEDGULE. "Suspicious Activity Detection Using Deep Learning." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 856-861.
APA Mr. Omkar Sutar , Prof .Kaveri Kari , Mr. Rohan Bankar , Mr. Ashish Bhatkal , & MR. NAMDEV JEDGULE. (2023). Suspicious Activity Detection Using Deep Learning. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 856-861.
Chicago Mr. Omkar Sutar , Prof .Kaveri Kari , Mr. Rohan Bankar , Mr. Ashish Bhatkal , and MR. NAMDEV JEDGULE. "Suspicious Activity Detection Using Deep Learning." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 856-861.
Oxford Mr. Omkar Sutar , Prof .Kaveri Kari , Mr. Rohan Bankar , Mr. Ashish Bhatkal , and MR. NAMDEV JEDGULE. 'Suspicious Activity Detection Using Deep Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 856-861. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Suspicious_Activity_Detection_Using_Deep_Learning_ijariie19490.pdf (Accessed : 26 March 2023).
Harvard Mr. Omkar Sutar , Prof .Kaveri Kari , Mr. Rohan Bankar , Mr. Ashish Bhatkal , and MR. NAMDEV JEDGULE. (2023) 'Suspicious Activity Detection Using Deep Learning', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 856-861IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Suspicious_Activity_Detection_Using_Deep_Learning_ijariie19490.pdf (Accessed : 26 March 2023)
IEEE Mr. Omkar Sutar , Prof .Kaveri Kari , Mr. Rohan Bankar , Mr. Ashish Bhatkal , and MR. NAMDEV JEDGULE, "Suspicious Activity Detection Using Deep Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 856-861, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Suspicious_Activity_Detection_Using_Deep_Learning_ijariie19490.pdf [Accessed : 26 March 2023].
Turabian Mr. Omkar Sutar , Prof .Kaveri Kari , Mr. Rohan Bankar , Mr. Ashish Bhatkal , and MR. NAMDEV JEDGULE. "Suspicious Activity Detection Using Deep Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 (26 March 2023).
Vancouver Mr. Omkar Sutar , Prof .Kaveri Kari , Mr. Rohan Bankar , Mr. Ashish Bhatkal , and MR. NAMDEV JEDGULE. Suspicious Activity Detection Using Deep Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 26 March 2023]; 9(2) : 856-861. Available from: https://ijariie.com/AdminUploadPdf/Suspicious_Activity_Detection_Using_Deep_Learning_ijariie19490.pdf
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