MACHINE LEARNING BASE PESTICIDE SPRAY SYSTEM USING DRONE FOR MONITORING AND PREVENTION OF DISEASE IN CROPS

Pakistan is a agricultural country and 70% of its economy depends on agriculture[2]. Our project will helps farmers and other people in agricultural sector. Our project vision is that we have to control the process of spraying the pesticides on crops and farms. Our project is a H

Project Title

MACHINE LEARNING BASE PESTICIDE SPRAY SYSTEM USING DRONE FOR MONITORING AND PREVENTION OF DISEASE IN CROPS

Project Area of Specialization

Internet of Things

Project Summary

Pakistan is a agricultural country and 70% of its economy
depends on agriculture[2]. Our project will helps farmers and
other people in agricultural sector.
Our project vision is that we have to control the process of
spraying the pesticides on crops and farms.
Our project is a Hexacopter Drone which fly over the farm and
analyze the disease in crops using its Image Processing
technique and spray the particular pesticide on crops.

Project Objectives

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Aim and Objectives
•
•
•
•
Aim: Our aim of project is that we have to identify the disease in
crops and will spray the pesticide if required.
Objectives:
Designing and flying a pesticide spray system drone.
Identifying the health of Crops by image processing model.
Identifying pesticide for the disease.
Spraying the pesticide in the crops by drone.

Project Implementation Method

Our background is from agriculture, we have noticed that farmers do not
know about crops disease they are not well educated. So, they go to the
pesticide agency to contact their field officer and then he will identify
the disease in crops and recommend pesticides to framers. For his
personal greed he also recommend some extra pesticides and sprays to
farmer to increase his sales. If farmer does not know these things then
he will buy these medicines at the request of the field officer and this
causes further loss to the farmer. Since pesticide spraying also affects
the health of the farmer, then we thought of creating a device that would
able us to diagnose crop diseases and can also spray pesticide.
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Benefits of the Project

Our pro
ject is basically based on the controlling and monitoring of crops. We
want to prevent our crops from disease. We will control drone manually through
remote control. Drone will go to crops then take picture of crops. Crops are
healthy or infected will be determined through image processing. If crops are
not infected then device will give the best solution depends on nature of
disease and in last drone will go for spray on infected crops.

Technical Details of Final Deliverable

.Add more literature Review.
• SWAP Analysis of Drone.
• Company Visit relate agriculture field.
• Purchase Components of Drone.
• Testing of Components of Drone.

Final Deliverable of the Project

Hardware System

Core Industry

Agriculture

Other Industries

Others

Core Technology

Artificial Intelligence(AI)

Other Technologies

3D/4D Printing

Sustainable Development Goals

Decent Work and Economic Growth

Required Resources

If you need this project, please contact me on contact@adikhanofficial.com