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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
DOI https://doi.org/10.70528/IJLRP.v6.i6.1582
Short DOI https://doi.org/g9qw8s
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