A Hybrid YOLOv5-SSD IoT-Based Animal Detection System for Durian Plantation Protection

arXiv — cs.CVTuesday, November 4, 2025 at 5:00:00 AM
A new hybrid YOLOv5-SSD IoT-based animal detection system has been developed to protect durian plantations from animal intrusions that cause significant crop damage and financial loss. Traditional farming methods often fall short due to the lack of effective monitoring. This innovative approach leverages advancements in machine learning and IoT technology, offering a more reliable solution for farmers. By improving detection capabilities, this system not only safeguards crops but also enhances the overall efficiency of agricultural practices, making it a vital development for the farming community.
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