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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Issue: May 2026
Volume 11 | Issue 5
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 120
Article Submitted : 24205
Article Published : 9239
Total Authors : 24597
Total Reviewer : 847
Total Countries : 165
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| Paper Title: | AI Based Embedded Vision System for Real-Time Intelligent Surveillance (IoT Enabled) |
| Authors Name: | Bele Navya Sree , B. Harshitha , R. Sowmya , V. Raghavendra |
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IJRTI_211681
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| Published Paper Id: | IJRTI2604220 |
| Published In: | Volume 11 Issue 4, April-2026 |
| DOI: | |
| Abstract: | There has been a big rise in the need for smart surveillance systems in the last few years because people are worried about security in both public and private places. Conventional surveillance systems depend significantly on ongoing human oversight, which is ineffective, labor-intensive, and susceptible to mistakes. This project offers an AI-based embedded vision system for smart intelligent surveillance, utilizing a Raspberry Pi 4 and OpenCV, to address these constraints. The proposed system will use a webcam to automatically find people and spot suspicious activities in real time. The system processes live video streams, takes frames out of them, and uses computer vision techniques to find people. Further, machine learning models are utilized to classify activities such as fighting, robbery, and normal behavior. The datasets used for training the model are obtained from Kaggle, ensuring improved accuracy and performance. |
| Keywords: | Surveillance, Raspberry Pi, OpenCV, Activity Detection, Machine Learning. |
| Cite Article: | "AI Based Embedded Vision System for Real-Time Intelligent Surveillance (IoT Enabled)", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2456-3315, Vol.11, Issue 4, page no.b613-b619, April-2026, Available :http://www.ijrti.org/papers/IJRTI2604220.pdf |
| Downloads: | 000205509 |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2604220
Registration ID:211681
Published In: Volume 11 Issue 4, April-2026
DOI (Digital Object Identifier):
Page No: b613-b619 Country: Hyderabad, Telangana, India Research Area: Electronics & Communication Engg. Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2604220 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2604220 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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