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An irrigation system and crop yield prediction system using machine learning techniques

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Description

GreenAI : ML-Driven Irrigation and Crop Yield Prediction System

Features

Available and Upcoming:
✅ Recommendation System for Irrigation
✅ Artificial Neural Network Model

Artificial Neural Network Architecture

Screenshot from 2023-02-09 00-16-52

Tech Used

HTML5 CSS3 Python Flask NumPy Pandas scikit-learn Keras TensorFlow

Deployment Setup:

Installing dependencies:

pip install -r requirements.txt

Run the deployment:

  • Step 1: Change the present working directory
    cd deployment
  • Step 2: Run the main.py script
    python main.py

Contributors

Ayushi Indu
Urvashi Indu
R Aditya

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An irrigation system and crop yield prediction system using machine learning techniques

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  • HTML 37.4%
  • CSS 36.4%
  • Python 26.2%