🏏 Gesture-Controlled Cricket Game 🎮

A gesture-based virtual cricket game where players can bat and bowl using hand gestures via webcam — no keyboard or controller needed! Built using MediaPipe, OpenCV, and a custom-trained Random Forest model.

🎯 Features

• ⚡ Real-time gesture recognition using webcam
• 🤝 Two-player interactive gameplay
• 🧠 Machine learning model trained on hand landmarks
• 🕹️ Toss logic with batting or bowling decision
• 🏏 Two full innings, including out detection
• 📊 Automatic match result computation

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🧠 How It Works

1. Hand Gesture Recognition: MediaPipe detects hand landmarks; the model classifies gestures into 0, 1, 2, 3, 4, 6, or closed.
2. Toss: One player calls head/tail, toss is simulated.
3. Bat/Bowl Choice: Toss winner chooses to bat or bowl.
4. Gameplay:
   • Both players show their gesture simultaneously.
   • If gestures match → OUT
   • Else → Runs are added from batter’s gesture.
   • Game plays for up to 6 valid inputs or until batter gets out.

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🛠️ Tech Stack

• Python 🐍
• MediaPipe ✋ (Hand tracking)
• OpenCV 🎥 (Camera feed + annotations)
• Scikit-learn 🤖 (Random Forest Classifier)
• Multiprocessing 🔁 (Simultaneous gesture capture from 2 players)

Installation

1. Cloning the repository

git clone https://github.com/your-username/gesture-cricket.git
cd gesture-cricket

2. Creating and activating the environment

# Create a virtual environment 
python -m venv env

# Activate it
source env/bin/activate

3. Installing the dependencies

pip install -r requirements.txt

4. Running the game

python app.py