Image Classifier GUI App

Simple Machine Learning GUI App with Taipy and Tensorflow

Overview

This project is a simple Machine Learning GUI application built with Taipy and TensorFlow. It allows users to classify images using a trained neural network model through a graphical interface.

Features

GUI Interface: User-friendly interface created with Taipy.
Image Classification: Classifies images based on a pre-trained TensorFlow model.
Demo Images: Includes a set of demo images for testing.
Model Handling: Easily load and use the trained model.

Installation

Clone the repository:

git clone https://github.com/Islam-hady9/image-classifier-gui-app.git

Navigate to the project directory:
```
cd image-classifier-gui-app
```
Install the required dependencies:
```
pip install -r requirements.txt
```

Usage

Run the application:
```
python classifier.py
```
Use the GUI to upload and classify images.

Requirements

Python 3.x
TensorFlow
Taipy

Files

classifier.py: Main application script.
requirements.txt: List of dependencies.
model/: Directory containing the trained model.
demo_images/: Directory containing demo images for testing.

Contributions

Contributions are welcome. Please fork the repository and create a pull request.

License

This project is licensed under the MIT License.

Contact

For any inquiries or issues, please open an issue on the repository.