Sushil Kumar, Uttam Sharma, Deepak Singh and Ajay Kumar, SVPUA&T Meerut, India

Agriculture is undergoing a significant transformation driven by advances in technology. One of the most impactful developments is the integration of drone-based systems with deep learning techniques for crop monitoring. This combination provides farmers with a powerful tool for improving crop yield, detecting diseases, monitoring soil conditions, and managing resources efficiently. This article explores the role of deep learning in drone-based crop monitoring, examining its methodologies, applications, challenges, and future prospects.

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