karimmerchaoui/tunisian-coin-detector

The Tunisian Coin Detector is an Android application designed to identify and sum Tunisian coins using a camera interface. The app leverages a TensorFlow Lite (TFLite) model, which was trained on a dataset collected and converted from YOLO. # Overview The Tunisian Coin Detector is an Android app that uses the phone's camera to identify and sum Tunisian coins, utilizing a TensorFlow Lite model trained on a YOLO dataset for smooth deployment. This app addresses the common challenge of identifying and summing various Tunisian coin denominations, which can be difficult in busy environments like markets or shops. Many individuals struggle with distinguishing between coins, leading to potential errors in transactions and time delays. This app provides a quick and accurate solution, allowing users to effortlessly identify coins and calculate their total value. Additionally, it enhances accessibility for those with visual impairments and assists tourists in navigating local currency, ultimately streamlining the process of handling money. # Who Would Benefit from This Tool - **Retailers and Merchants:** Easily verify and sum coins received in transactions. - **Tourists:** Quickly identify and understand the value of coins in a foreign country. - **Students and Researchers:** Useful for studying image recognition and machine learning applications in real-world scenarios. # Technologies Used - **Kotlin:** Primary programming language for Android app development. - **Java:** Secondary language used within the app. - **TensorFlow Lite:** Lightweight machine learning framework for mobile and embedded devices. - **YOLO (You Only Look Once):** Object detection algorithm used for training the model. - **Android Studio:** Integrated development environment (IDE) used for building the application. # Features - Real-time detection of Tunisian coins through the camera. - Accurate identification of various coin denominations. - Summation of detected coins displayed to the user. - User-friendly interface for easy interaction. - Lightweight and optimized for mobile devices. # Installation To set up the Tunisian Coin Detector app on your local machine, follow these steps: Clone the repository: git …