1Dr. G. Prasuna, 2Nakkala Gayatri, 3Myla Sowmya Sree, 4Katta Joel 03 08 This project presents an Artificial Intelligence AIBased Drone Application for intelligent surveillance monitoring and realtime object detection The system integrates drone technology with Artificial Intelligence Computer Vision and Deep Learning to perform autonomous aerial operations The drone captures live video through an onboard camera and processes the captured images using AI algorithms to identify people vehicles obstacles and suspicious activities in real time Traditional drone systems require continuous human control and lack intelligent decisionmaking capabilities making them less efficient in complex environments The proposed system enables autonomous navigation obstacle avoidance realtime object detection and accurate aerial monitoring It improves operational efficiency enhances safety reduces human effort and provides a costeffective solution for applications such as security surveillance disaster management agriculture traffic monitoring and environmental monitoring Copyright (c) Journal of Science Engineering Technology and Management Science. All rights reserved 2026