Artificial Intelligence Techniques for Agriculture Revolution: A Survey

Abstract

According to the data given by UN Food and Agriculture, there will be an increase of 2 billion human populations by 2050 and an increase in land for cultivation will be only 2% during this period. By bringing technological innovation into agriculture this situation can be domineered.AI-powered solutions can set an exemplar model in farming. The yield as well as the quality of the crop can be ameliorated through artificial intelligence(AI).This work presents a detailed review on different methods of artificial intelligence, machine learning and deep learning techniques adopted in agriculture to enable farmers to produce quality yield with limited resources in less time. This article discusses a systematic review on studies and describes its limitations and strengths. This article presents different applications of AI-Powered solutions and the products available in market for providing services to farmers. In addition, we discussed the future of AI-Powered agriculture, and the practical and technical challenges ahead. The survey results divulge that the technological advancement in farming is still in the beginning stage in most of the developing countries. This survey will give a clear idea about the existing AI-Powered agriculture system and will help researchers to develop a new ecosystem.