Implementation of Solar Based Multipurpose Agriculture Robot using Random Forest Algorithm

Abstract

In India majority of the people depends only on agriculture. Agriculture is the process of working on the ground, planting seeds and growing the crops. Nowadays only few are involved in farming it is because of the increasing of the cost for the pesticides, seeds and equipment, and also increasing of the man power. The major drawback in agriculture field is due to reducing of the crop yield. It is because of lack of awareness towards soil i.e., which crop should be grown on particular area. All these factors will make the farmers not to do the farming in an efficient way. This paper proposes Solar based multipurpose agriculture robot using Random Forest Algorithm. This system will reduce the manpower and increase the crop yield. This proposed system will do operations like seed sowing, pesticide spraying, solar panel for getting the energy to run the robot etc. The total work should be done with a most emerging technology like Machine learning. In this we are using a random forest algorithm concept for getting an efficient output which will be more helpful to the farmers and output can be displayed with a mobile app so that he/she can see the details of the field in an easier manner