Autonomous Detection of Unusual Incidents in CCTV Footage

Author(s)	Vempati Chekri, Dr. SriSudha Garugu, M Sravani, Parnati Nanda Kishore
Country	India
Abstract	A system that uses deep learning technology based on MobileNetV2 pre-training automatically detects violence in video content. The system operates by recognizing people in video frames before extracting needed frames which it scans for violent actions and image enhancements for facial recognition. The system transmits notification messages containing timestamped images and geographical information to authorities through the Telegram platform. The system delivers better detection accuracy and processing speed than traditional convolutional neural networks.
Published In	Volume 6, Issue 6, June 2025
Published On	2025-06-13
Cite This	Autonomous Detection of Unusual Incidents in CCTV Footage - Vempati Chekri, Dr. SriSudha Garugu, M Sravani, Parnati Nanda Kishore - IJLRP Volume 6, Issue 6, June 2025.

About IJLRP Fees & Payment Current Issue Publication Archive	Submit Research Paper Track Submission Status Publication Guidelines Publication Ethics Peer Review & Plagiarism	Join as a Reviewer Editors & Reviewers Reviewer Referral Program Get Reviewer Membership Certi.	Website/Journal Policies Usage Policy Content Policies Privacy Policy

Contact Us		+91-9687-828-838	editor@ijlrp.com

International Journal of Leading Research Publication