Hand Gesture Recognition

”Hello, Let us help you easily recognize hand gestures 🖐️“

Table of Contents

• 📙 Overview
• 💻 Get Started
• ⛓️ Project Pipeline
• 🤖 Modules
  • 🔁 Preprocessing Module
  • 💪 Feature Extraction Module
  • ✅ Model Selection
  • 👌 Performance Module
• ✨ Contributors
• 🔒 License

Overview

How To Run

• First install the needed packages.

pip install -r requirements.txt

• Add the needed data to test the model in the data folder next to the src folder

├───data
├───src
│   ├───main.py
│   └───predict.py
...

• Navigate to the src directory

cd src

• Run the main.py file

python main.py

• Output 2 files "result.txt" & "time.txt"

• Features are saved in ./output.csv

Project Pipeline

Modules

Preprocessing Module

Feature Extraction Module

Model Selection

Performance Module

Compute Confusion Matrix

Contributors

🔒 License

Note: This software is licensed under MIT License, See License for more information ©AbdelrahmanHamdyy.