Gesture-Controlled Car Racing Game

🚗 Control any game using hand gestures with AI/ML!

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📌 Overview

The Gesture-Controlled Car Racing Game (GCG) is an AI/ML-powered project built to provide an accessible gaming experience — especially for people with physical disabilities — by allowing them to control games with hand gestures of their choice. Whether you're playing a racing game, platformer, or FPS, GCG lets you swap traditional keyboard inputs with customized gesture-to-key mappings.

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✨ Features

• 🎮 Gesture-Based Controls – Move, jump, accelerate, or perform any in-game action using real-time hand tracking.
• 🧠 CNN-Based Gesture Recognition – Deep learning model trained using TensorFlow for high-accuracy gesture detection.
• 🎥 Webcam Only – No special hardware required.
• ⚡ Real-Time & Responsive – Minimal latency for a seamless gaming experience.
• 🧩 Custom Gesture-to-Key Mapping – Fully configurable key bindings based on user gestures.
• 🌍 Cloud-Synced Gesture Profiles – Supports multiple saved settings per user account.
• 🎮 Supports All PC Games – Any game that accepts keyboard inputs can be controlled.

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🛠 Tech Stack

• Programming Language: Python
• Libraries & Tools:
  • OpenCV – real-time video feed
  • MediaPipe – hand tracking
  • TensorFlow – gesture classification
  • PyAutoGUI – simulates keyboard input
  • Flask – lightweight web server for UI
  • pymongo & dnspython – MongoDB integration
  • python-dotenv – for environment variable handling

All packaged using PyInstaller for executable distribution.

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🚀 How to Run (Development Mode)

1️⃣ Prerequisites

• Python 3.8+
• pip installed

2️⃣ Clone the Repository

git clone https://github.com/Mehnaz2004/Gestured-Controlled-Car-Racing-Game.git
cd Gestured-Controlled-Car-Racing-Game

3️⃣ Install Dependencies

pip install -r requirements.txt

4️⃣ Start the App

python app.py

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💾 Want the Executable Instead?

You can download the pre-built Windows .exe file from:

• 👉 GitHub Releases
• 👉 Or follow instructions on the Landing Page to get started quickly.

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📬 Contact

If you encounter any issues or have suggestions, feel free to reach out.

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🕹️ Enjoy the future of accessible gaming!