Smart Agriculture Farming Using Drone Automation Technology

The agriculture sector is the most important backbone of the economy. In the modern age, many developments have come to produce the quality of crops thereby increasing productivity. Like crop health monitoring and weed management, the usage of pesticides and fertilizers is more important in agricultural farming. Spraying pesticides manually causes a lot of health problems for the people in and around the farming field. The World Health Organization has stated that around one million people were affected while using pesticides by spraying manually over crops. Using new intelligent technologies in farming, human efforts are reduced and health issues are minimized among people. This paper evaluates the use of advanced Unmanned aerial vehicle (UAV) technology in agriculture for pest control using a spraying mechanism. High-tech aerial surveying drones used were equipped with advanced sensors to procure precise data. Applying deep learning in the field of drone technology is much more efficient than existing methods thereby improving accuracy which helps to attain efficient results. This technology not only saves time but also helps reduce expenses and provides safety by limiting the amount of pesticide sprayed. It stands out in accuracy with 95% with efficiency exceeding far from other models producing outstanding results.