Arabic Sign Language Real-Time Recognition

Overview

This project is a real-time detection system for Arabic Sign Language made by YOLOv10

Table of Contents

1. Introduction
2. Features
3. Demo
4. Installation
5. Results

Introduction

Arabic Sign Language(ASL): A visual-gestural language used by deaf and hard of hearing communities primarily in our Arabian words. Just like spoken languages

• Dataset: Link Text
• Kaggle Notebook: Link Text

Features

• The ASL detection system is able to detect the gestures by predicting the boundary box of where the gesture is and what it describes as a label
• Works on Real-Time inference
• Utilizes any webcam to apply the inference

Demo

Installation

pip install ultralytics
pip install opencv-python
pip install matplotlib
pip install numpy
pip install cv2
pip install arabic_reshaper
pip install PIL

Results

• Metrics

• Predictions