The objective of the proposal is to Design, Develop, and Demonstrate the application of Drone-based surveillance and monitoring systems for disease detection in agricultural fields. To Develop a drone-based imaging system for remote acquisition of field data through sorties. To Develop AI/ML models to identify diseases in target crops, namely chickpeas. To Prototype demonstration of the proposed system in target fields.