HARVESTIFY 🌿

A simple ML and DL based website which recommends the best crop to grow, fertilizers to use and the diseases caught by your crops.

• Farming is one of the major sectors that influences a country’s economic growth.

• In country like India, majority of the population is dependent on agriculture for their livelihood. Many new technologies, such as Machine Learning and Deep Learning, are being implemented into agriculture so that it is easier for farmers to grow and maximize their yield.

  • In the crop recommendation application, the user can provide the soil data from their side and the application will predict which crop should the user grow.

  • For the fertilizer recommendation application, the user can input the soil data and the type of crop they are growing, and the application will predict what the soil lacks or has excess of and will recommend improvements.

  • For the last application, that is the plant disease prediction application, the user can input an image of a diseased plant leaf, and the application will predict what disease it is and will also give a little background about the disease and suggestions to cure it.

How to run locally 🛠️

1.Download code and unzip the folder

2.create virtual environment using the command below

  conda create -n harvestify 

3.Activate the enviroment using below command

  conda activate harvestify

4.Navigate to app folder using

   cd app

4.Install required packages or modules using

  pip install -r requirements.txt

5.And finally run the project with

  python app.py

• Open the localhost url provided after running app.py and now you can use the project locally in your web browser.