https://github.com/shubhamai/plant-disease-detection

The Website predicts if the leaf🌿 is healthy or not using by taking plant's left image using Machine Learning🤖
https://github.com/shubhamai/plant-disease-detection

computer-vision environment-protection machine-learning streamlit

Last synced: 3 months ago
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The Website predicts if the leaf🌿 is healthy or not using by taking plant's left image using Machine Learning🤖

• Host: GitHub
• URL: https://github.com/shubhamai/plant-disease-detection
• Owner: Shubhamai
• License: gpl-3.0
• Created: 2020-04-22T09:00:27.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2023-03-25T01:56:41.000Z (almost 2 years ago)
• Last Synced: 2024-10-25T10:52:39.819Z (3 months ago)
• Topics: computer-vision, environment-protection, machine-learning, streamlit
• Language: Python
• Homepage:
• Size: 207 KB
• Stars: 23
• Watchers: 5
• Forks: 8
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Plant Disease Detection [![Open Source Love png3](https://badges.frapsoft.com/os/v3/open-source.png?v=103)](https://github.com/ellerbrock/open-source-badges/)

This Website help you to detect disease in your plant🌳 based to the plant's leaf🍃 image

![image](https://github.com/Shubhamai/plant-disease-detection/blob/master/image.jpg)

~The Website is LIVE🔴 [HERE](https://rocky-mountain-81944.herokuapp.com/) !, Check it out~ - [Due to horoku recent removal of free projects, it's no longer available](https://help.heroku.com/RSBRUH58/removal-of-heroku-free-product-plans-faq)

## Table of Contents

* [About the Project](#about-the-project)

  * [Built With](#built-with)

* [Getting Started](#getting-started)

  * [Installation](#installation)

* [License](#license)

* [Contact](#contact)

# About the project

This Project takes a apple pant leaf image and predicts that is the plant leaf is healthy or not using Machine learning and Computer Vision.

# Built With [![forthebadge made-with-python](http://ForTheBadge.com/images/badges/made-with-python.svg)](https://www.python.org/)

* [Python](https://www.python.org/)

* [Streamlit](https://streamlit.io/)

## Getting Started

This is an example of how you may give instructions on setting up your project locally.

To get a local copy up and running follow these simple example steps.

### Installation

1. Clone the repo ```git clone https://github.com/Shubhamai/plant-disease-detection```

2. Run the ```pip install -r requirements.txt``` command.

3. Download the [model.h5](https://www.kaggle.com/code/shubhamai/predicting-plant-disease/data?select=model.h5) from my [kaggle notebook](https://www.kaggle.com/code/shubhamai/predicting-plant-disease/) and save it as `model_weights.h5` in the main directory of the repo. 

4. Run ```streamlit run app.py```

## License

Distributed under the GNU General Public License v3.0. See `LICENSE` for more information.