NatureX is an AI-based plant disease detection web app that uses TensorFlow to analyze plant images and detect diseases with high accuracy. The project is built with a Flask backend and a lightweight HTML, CSS, and JavaScript frontend.
π Try it Now: NatureX - Plant Disease Detection
- β AI-powered plant disease detection using deep learning
- β Fast and accurate image classification
- β Simple and user-friendly web interface
- β Lightweight and responsive design
- β Hosted on Render for easy access
- Machine Learning: TensorFlow, Keras
- Backend: Flask (Python)
- Frontend: HTML, CSS, JavaScript
- Hosting: Render
(Add screenshots of your application here)
git clone https://github.com/amanuchitkar/Flask-Deployed-App.git
cd Flask-Deployed-App
python -m venv env
source env/bin/activate # On macOS/Linux
env\Scripts\activate # On Windows
pip install -r requirements.txt
python app.py
The app will be available at http://127.0.0.1:5000/
- Upload an image of a plant leaf.
- The AI model processes the image and detects any disease.
- Get instant results and recommendations.
This project is licensed under the MIT License.
You are free to:
- β Use this project for personal and commercial purposes
- β Modify and distribute the code
- β Share it with others
You must:
- πΉ Give proper credit to the original author
- πΉ Include a copy of the MIT License when distributing
- πΉ Not hold the author liable for any issues related to this software
π Full License Text:
MIT License
Copyright (c) 2025
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
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Contributions are welcome! If youβd like to improve this project, fork the repo, create a feature branch, and submit a pull request.
π± NatureX β Helping Farmers with AI-powered Plant Disease Detection! π