Skip to content

Our Owlhacks 2023 winning project!

Notifications You must be signed in to change notification settings

azavalny/FarmerPro

 
 

Repository files navigation

FarmerPro 🌱

About FarmerPro

🚜 FarmerPro is a revolutionary app designed to empower farmers with advanced AI and Machine Learning capabilities. It offers a range of features that help farmers make informed decisions about their crops and farming practices. Whether you need soil analysis, crop recommendations, or disease detection, FarmerPro has got you covered. 🌾

Features

Soil Analysis 🌍

  • Location-based Recommendations: FarmerPro utilizes AI and ML models to analyze the temperature, humidity, precipitation, and pH levels of your specific area. It provides accurate soil information to help you make crop choices tailored to your region's conditions. 🌡️💧

Crop Recommendations 🌾

  • Personalized Crop Suggestions: Get personalized crop recommendations based on your soil data. FarmerPro considers your location's climate and soil properties to suggest crops that are most likely to thrive. 🌞

Disease Detection 🦠

  • Image Scanning: Farmers can scan images of their crops to identify potential diseases or issues. The app's AI-powered image recognition system can quickly detect common crop diseases, enabling timely intervention. 📷🔍

News and Updates 📰

  • Customized News Feed: Stay up-to-date with the latest agricultural news and trends. FarmerPro collects data from user scans and crop recommendations to curate news articles relevant to your farming interests. 📊🌱

Technologies Used 🚀

FarmerPro leverages the following technologies:

  • AI and Machine Learning models for soil analysis and disease detection.
  • React Native for the mobile app's frontend.
  • Flask for the backend server.
  • TensorFlow for image recognition.
  • Weather APIs for real-time climate data. 🌤️

Installation 📥

To get started with FarmerPro:

  1. Clone the repository.
  2. Install the necessary dependencies for the frontend and backend.
  3. Start the mobile app by running the development server.
  4. Begin scanning your soil and crops to benefit from FarmerPro's features. 📲🌾

Conclusion 🌟

FarmerPro is a game-changer for modern farming. It equips farmers with the knowledge and tools they need to optimize crop yields, diagnose crop issues, and stay informed about the latest agricultural developments. Join the FarmerPro community today and take your farming to the next level! 🚀🌽

About

Our Owlhacks 2023 winning project!

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • JavaScript 39.3%
  • CSS 21.0%
  • Jupyter Notebook 19.8%
  • Python 16.3%
  • HTML 3.4%
  • Shell 0.2%