Intellicam: A Self-Optimizing Approach to Detect Burglary using Machine Learning

Over a period of time use of security cameras became very important for security concerns. These cameras are installed in house, offices, banks, etc. to prevent burglary, house breaks, theft and intrusion but still these cameras are not that powerful and advance. Intellicam is advance and intelligent AI based security camera with much more better features. This camera automatically detects the burglary by capturing face as well as motion. It uses haar-cascading algorithm for detection which works very accurately. It uses strong libraries which makes it detect every small movement and differentiate between human motion and any other. It has a quick response which automatically triggers the automatic video recording and alarm sound. In this use of twilio helps in notifying the user about burglary by SMS, email, call etc. this system is very fast and shows an accuracy of 98.1%.

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Publication Details

Journal
Procedia Computer Science
Published
2025-01-01
DOI
https://doi.org/10.1016/j.procs.2025.03.335
Primary Topic
IoT-based Smart Home Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Intellicam: A Self-Optimizing Approach to Detect Burglary using Machine Learning

Divya Mishra, Aditya Chandra
Procedia Computer Science
IoT-based Smart Home Systems
article

Intellicam: A Self-Optimizing Approach to Detect Burglary using Machine Learning

Divya Mishra, Aditya Chandra
article en

Abstract

Over a period of time use of security cameras became very important for security concerns. These cameras are installed in house, offices, banks, etc. to prevent burglary, house breaks, theft and intrusion but still these cameras are not that powerful and advance. Intellicam is advance and intelligent AI based security camera with much more better features. This camera automatically detects the burglary by capturing face as well as motion. It uses haar-cascading algorithm for detection which works very accurately. It uses strong libraries which makes it detect every small movement and differentiate between human motion and any other. It has a quick response which automatically triggers the automatic video recording and alarm sound. In this use of twilio helps in notifying the user about burglary by SMS, email, call etc. this system is very fast and shows an accuracy of 98.1%.

Procedia Computer ScienceVol. 259
Jaypee Institute of Information Technology (IN)
Openalex Percentile: Top 92%
IoT-based Smart Home Systems
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