Crop Prediction Using Machine Learning Approaches

The vast majority of Indians work in agriculture, which is not surprising given that India has the world's second-highest population. Farmers consistently plant the same crops without experimenting with new varieties, and they randomly apply fertilizers without understanding the insufficient substance and amount. Soil acidity and surface degradation follow, having a direct impact on crop productivity. Because of this, we have built the benefit of farmers. Based on the soil's composition and the upcoming weather, our technology will recommend the ideal crop for that plot of land. In addition, the system details the types and amounts of fertilizers and seeds that must be used for each crop. As a result, farmers that adopt our method have a better chance of increasing their profits while also decreasing their environmental impact.