Project Structure

The AgriTech repository is organized into several main folders, each tailored for specific aspects of the project:

AgriTech  
│
└───AgriTech App
│ └── Source code and resources for the mobile application. 
│
└───Model_Training
| ├── Classification.ipynb
| ├── Plant_Disease_Classification.ipynb
| ├── RaspbianDrone.ipynb
| ├── RPDPS.ipynb
| ├── rpdps.py
| └── Segmentation.ipynb
| ├── README.md
│
└───agritech-website 
│ └── Source code for the project's website. 
│
└───UX-UI-Designing  
| └── Design files and prototypes for the user interface.
│   README.md
│   CODE_OF_CONDUCT.md
│   CONTRIBUTING.md
│   LICENSE
    

Table of Contents

1. Project Introduction
2. Problem Statement
3. Demo Video
4. Key Functionalities
5. UN's Sustainable Development Goals & Targets
6. Technology Stack
7. System Architecture
8. Getting Started
9. Contributors
10. License

Project Introduction

AgriTech Project by GDSC Abbottabad

Empowering agriculture with technology

AgriTech Project

AgriTech: An AI-Powered Solution for Sustainable Agriculture

AgriTech is dedicated to combating crop diseases in Pakistan, using advanced AI to enhance agricultural productivity and sustainability.

Problem Statement

“Crop diseases lead to significant annual losses and threaten food security.”

- AgriTech Team

In Pakistan, the agricultural sector faces the challenge of crop diseases, which can lead to substantial losses. The AgriTech project introduces an innovative AI-based solution to address this challenge, integrating cutting-edge technologies to provide real-time, precise diagnosis and monitoring of crop health.

🎥  Demo Video

🛠️  Key Functionalities

AI-Based Monitoring

Using drones and AI algorithms, AgriTech provides real-time monitoring and disease detection, offering farmers actionable insights.

Cross-Platform App

Developed with Flutter, the AgriTech app allows farmers to easily monitor the health of their crops directly from their smartphones.

Sustainable Practices

By optimizing resource utilization, AgriTech contributes to more sustainable and responsible agricultural practices.

🎯 UN's Sustainable Development Goals & Targets

SDG 1: No Poverty AgriTech's solutions help improve crop health, enhancing farmer livelihoods and contributing to poverty reduction.
SDG 2: Zero Hunger By reducing crop losses, AgriTech supports efforts toward achieving zero hunger.
SDG 3: Good Health and Well-Being AgriTech promotes safer farming practices by minimizing pesticide exposure, benefiting farmers' health.
SDG 12: Responsible Consumption and Production AgriTech optimizes resource use, promoting sustainability in agriculture.

👨🏻‍💻  Technology Stack

Google COLAB | TensorFlow | Flutter | Firebase | Debian OS | Thonny

☁️  System Architecture

Architecture Diagram

Flow Diagram

System Flow Diagram

Algorithm Architecture

Getting Started

Here's how you run this.

Prerequisites

• Git
• Flutter (for mobile app development)
• Python (for AI/ML models)
• Any IDE or code editor of your choice (e.g., VS Code, Android Studio)

Installation

1. Clone the repository:

   Open a terminal and run the following git command to clone the project repository:

   git clone https://github.com/GDSC-cuiatd/AgriTech.git

2. Run the App: Running App

Install Apk File

You can also install our apk file from : install APK

👥  Contributors

M. Raees Azam CUI,ATD	M Awais Khan CUI , ATD	Muneer Ahmad CUI, ATD	Hammad Ali Khan CUI, ATD

License

© 2024 GDSC COMSATS Abbottabad. All Rights Reserved.