Image Classifier GUI App

Simple Machine Learning GUI App with Taipy and Tensorflow

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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

1. Clone the repository:

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

2. Navigate to the project directory:

   cd image-classifier-gui-app

3. Install the required dependencies:

   pip install -r requirements.txt

Usage

1. Run the application:

   python classifier.py

2. 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.