ApnaAnaaj (Crop_Prediction)

ApnaAnaaj

Features

  • Around 23 commodities(including all kind of crops) crop value forecasting
  • Crop detailed forecast upto next 12 months
  • Top Gainers and Losers of current time
  • Crop price prediction with 93-95% accuracy
  • Model trained on authenticated datasets provided by data.gov.in
  • Detailed analysis of crop prices using tables and charts
  • Prediction done by using Decision Tree Regression techniques.
  • Annual Rainfall, WPI(Wholesale Price Index) datasets are used for training the model
  • User friendly UI made by using materializecss

Tech

Installation Guide

To install and run this webapp, you will need Python(3.0 or above), and pip installed on your system

$ git clone https://github.com/rahuldkjain/Crop_Prediction.git
$ cd Crop_Prediction
$ pip install -r requirements.txt
$ python app.py

Screenshots

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Video Demonstration

ApnaAnaaj

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