Crop‭ Prediction Using Machine Learning

Abstract

As is well known, the majority of people in India work in agriculture, making it the country with the second-highest population in the world. Farmers are planting the same crops over and over again without experimenting with other varieties, and they are dousing crops in fertilizer in arbitrary amounts without understanding the amount and composition of deficiencies. Thus, this has a directly affects the yield of crops in crop output Furthermore to acidify soil and destroying the top layer. Therefore, we used machine learning techniques to construct the system with the benefit of farmers in mind. Our technology will recommend the most appropriate crop for the land based on weather and content characteristics. Additionally, the system offers details on the necessary amount and composition of fertilizers as well as the seeds needed for growing.

Therefore, producers may grow a new crop variety, perhaps raise their profit margin, and prevent soil contamination by using our technology.