Instasecure: CCTV Anomaly Detection Heviand Footage Summarization
Vaidehi Kale, Janet Rebello, Saumya Poojari, Glancy Dsa, Shamsuddin S. Khan, Jetso Analin · 2025
Security systems require intelligent and proactive solutions beyond traditional CCTV surveillance. This paper presents InstaSecure, an AIpowered platform for real-time anomaly detection and footage summarization in CCTV video streams. The system integrates Convolutional Neural Networks (CNNs), YOLO for object detection, and LSTM networks for temporal pattern analysis. Its objective is to enhance safety by identifying and classifying security incidents in realtime and generating automated alerts. InstaSecure reduces manual monitoring efforts and improves response times. The proposed model is designed for both public and private sector applications, providing scalable and efficient surveillance capabilities.