Track-CV---Naruto-Handsign-Challenge

📖 Overview

Ninja Battle is a two-player interactive game inspired by Naruto.
Players use real-time gesture recognition and AI style transfer to:

• Create unique avatars from their webcam images
• Perform hand sign sequences to cast ninja techniques (“jutsu”)
• Compete in turn-based battles until one player is defeated

No controller needed — just a webcam, your hands, and your ninja skills.

⚙️ Setup

• Requirements:
  • A large display screen
  • One or two webcams
  • Two players
• Steps:
  1. Each player takes a facial snapshot via webcam
  2. An AI style transfer model (e.g., CycleGAN or similar) applies an artistic style (abstract, combat, sketch, etc.)
  3. A personalized avatar for each player is displayed on screen

📝 Preparation Phase

• Players receive a hand sign reference sheet, mapping gestures to specific jutsu.
• Jutsu are ranked by difficulty:
  • Easy jutsu → short/simple sequences → low damage
  • Hard jutsu → long/complex sequences → high damage

⚔️ Battle Phase

• The match is turn-based:
  • Each turn lasts up to 1 minute
  • The active player performs a hand sign sequence in front of the webcam
• AI gesture recognition analyzes the sequence in real time:
  • Success:
    • A short jutsu animation (3–4 seconds) is played
    • Opponent’s HP bar decreases
  • Failure:
    • No effect
    • Turn passes to the opponent

🏆 Win Condition

• The game ends when one player’s HP reaches zero
• The last ninja standing wins the battle

🛠 Tech Stack

• Computer Vision: Gesture recognition (hand sign detection)
• AI Models: Arbitrary style transfer (CycleGAN, etc.)
• Graphics & Multimedia: Avatar rendering, animations, HP visualization
• Hardware: Webcam(s), display screen