Agriculture is back bone of economy for most of the countries. In India, 50% of our population is dependent on
agriculture field. According to NITI Aayog CEO Amitabh Kant, India cannot achieve 9-10 % GDP growth without revolution in
the farm sector for next 30 years. Agriculture sector is seeking innovation for improving crop yielding because of unpredictable
climatic changes, the rapid increase in population growth and food security concerns. And specially in the pandemic situations
there is need of quality of food for perfect nutrition. As to reach the increasing demand for quality and quantity of food, there is
need of Artificial intelligence-based technology in agriculture. So, in order to increase production with quality we need to adapt
to AI based application such as precision farming, disease detection, smart sprayers with help of deep learning algorithms,
image processing, artificial neural network (ANN), convolutional neural network (CNN), sensors, wireless communication
systems.