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@article{193043,
        author = {Adithyan R S and Akhil M and Akhil P and Fathima M S and Shini S},
        title = {HARMONY AI: A REVIEW OF AN INTELLIGENT SYSTEM FOR MITIGATING HUMAN–WILDLIFE CONFLICT},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {9},
        pages = {3402-3406},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=193043},
        abstract = {This study presents an AI-Powered Wildlife Deterrence System with Thermal Imaging and Frequency Injection for protecting agricultural fields from wildlife intrusion. The system integrates a thermal camera and AI-based object detection algorithms to accurately identify animals approaching farmlands under varying environmental conditions. Upon detection, species-specific acoustic frequency signals are automatically generated and transmitted to deter animals safely and effectively. The AI module enhances detection accuracy, reduces false alarms, and optimizes system response and energy efficiency. Field evaluations demonstrate the system’s effectiveness in minimizing crop damage and ensuring reliable autonomous operation. The proposed solution provides a sustainable and intelligent approach to mitigating human–wildlife conflict in smart agriculture applications.},
        keywords = {Artificial Intelligence, Thermal Imaging, Wildlife deterrence, Acoustic frequency injection, Object detection, Smart agriculture.},
        month = {February},
        }