MahmoudAziz-Ammar/Tunisian-Currency-Classifier

Tunisian Currency Classifier is a Deep learning project aimed at developing a robust model for the automatic identification and classification of Tunisian banknotes. # 🏦 TunisianCurrencyClassifier * *TunisianCurrencyClassifier** is a machine learning project designed to identify and classify Tunisian banknotes using deep learning techniques. ## 📂 Table of Contents - Introduction - Features - Getting Started - Installation - Usage - Evaluation - License ## 🔍 Introduction This project aims to create a robust model for automatic identification of Tunisian currency. By utilizing the VGG16 architecture, this classifier achieves high accuracy in recognizing different denominations of Tunisian banknotes. ## ✨ Features - **Data Preparation**: Efficient loading and preprocessing of the dataset. - **Model Selection**: Custom modifications to the VGG16 architecture. - **Fine-tuning**: Techniques applied to enhance model performance. - **Data Augmentation**: Strategies to improve generalization. - **Performance Evaluation**: Metrics for accuracy and validation loss. ## 🚀 Getting Started ### Prerequisites Make sure you have the following installed: - Python 3.x - TensorFlow - Keras - NumPy - Matplotlib ### Installation Clone the repository to your local machine: ```bash git clone github.com cd TunisianCurrencyClassifier