Amenity Agriculture App using Random Forest Algorithm

Now-a-days, Agriculture faces many issues like frequent climate change, productivity loss, insufficient knowledge on innovation in agriculture. Partitioned, disintegration and segmentation of land holdings is one of the leading causes of low agricultural productivity and undeveloped state of agriculture. A plenty of time and farmers are wasted in revolve seeds, manure, pesticides appliance and cattle from one piece of land to another piece of land. A change in climate has a tremendous impact on agriculture. Higher temperatures in the event diminishes yields desirable crops while encouraging weed and pest proliferation. Changes in rainfall and rainstorm patterns increase the likelihood of momentary crop failures and ultimate production declines. We proposed a crop recommendation tool, where the prediction is based on the parameters like soil type, climatic conditions, location of agriculture land. Also, additionally we develop a platform to post vacant land for farmers to perform cultivation as well as get agriculture land by the name of lease for the same. This application has a news feed interface, where users can get known about the updates in agriculture. And Agri help option for the desired location.