https://github.com/nadahamdy217/harvest-gaurd-plant-disease-detection-web-application

web application that help people grow healthy plants
https://github.com/nadahamdy217/harvest-gaurd-plant-disease-detection-web-application

classification-confidential cnn cnn-classification css data data-science detection html javascript keras machine-learning model plant-disease-detection supervised-learning tensorflow web-application

Last synced: 3 months ago
JSON representation

web application that help people grow healthy plants

• Host: GitHub
• URL: https://github.com/nadahamdy217/harvest-gaurd-plant-disease-detection-web-application
• Owner: nadahamdy217
• Created: 2024-08-15T10:51:06.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-08-15T12:11:12.000Z (9 months ago)
• Last Synced: 2025-02-19T07:18:36.460Z (3 months ago)
• Topics: classification-confidential, cnn, cnn-classification, css, data, data-science, detection, html, javascript, keras, machine-learning, model, plant-disease-detection, supervised-learning, tensorflow, web-application
• Language: HTML
• Homepage:
• Size: 13.6 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
   
🌱 Plant-Disease-Detection 🌿

    
Welcome to Plant-Disease-Detection! This web application is designed to empower people to grow healthy plants by identifying diseases using state-of-the-art machine learning models. Let’s make plant care smarter and easier!


  
🚀 Overview

    
The Plant-Disease-Detection application leverages advanced deep learning techniques to accurately identify and diagnose plant diseases from images. This tool is a game-changer for gardeners, farmers, and plant enthusiasts, helping them to detect issues early and take the right actions to ensure plant health.


  
📁 Model and Data

    
Due to the large size of our model files, they are hosted externally. You can access them through the following link:

    


        
Model Files on Google Drive

    

    
Our training dataset is sourced from Kaggle, which provides a comprehensive collection of plant disease images. Check it out here:

    


        
New Plant Diseases Dataset on Kaggle

    

    
✨ Features

    


        


Accurate Disease Detection: Utilize cutting-edge deep learning models to identify plant diseases from images.

        


User-Friendly Interface: An intuitive web application that’s easy to navigate, even for beginners.

        


Comprehensive Support: Access to a vast dataset that covers a wide range of plant species and diseases.

        


Guidance and Tips: Get actionable insights and tips to combat plant diseases effectively.

    

    
💻 How to Use

    


        
Upload an image of your plant to the web application.

        
Let the AI model analyze the image.

        
Receive a detailed report on the health of your plant, including potential diseases and recommended actions.