Detecting diseases in plants

Computer Vision : Live detection of plant diseases.

Two GUI :

1. Flask

Continuous webcam detecting and predicting plant disease in Flask GUI.

Installation

py -3 -m venv venv
venv\Scripts\activate
pip install Flask
pip install tensorflow
pip install tensorflow_hub
pip install opencv-python
pip install matplotlib

set FLASK_ENV=development
flask run

Flask GUI

final_61dd7752030e1f00dd38ee52_336942.mp4

2. Voila with ipywidgets

Installation

1. Install Anaconda environment.
2. Install Jupyter Notebook.
3. Install Voila.

Voila GUI

Voila GUI Interface Graphic. The user clicks on the button predict, then the result of the prediction is displayed on ipywidgets box.

final_61de0a9c375a0e004beaa58f_210903.mp4