MahmoudAziz-Ammar/Tunisian-Currency-Classifier
Record type:
model
Creator:
Mah
Host:
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