Finger-Based AI Fruit Ninja using Computer Vision is an interactive computer vision game inspired by Fruit Ninja, where players slice virtual fruits using real-time finger movements instead of touch or mouse controls. Built with Python, OpenCV, and MediaPipe, the system tracks hand and finger positions through a webcam and detects slicing gestures accurately. Fruits appear dynamically on the screen, and when the user’s finger crosses them, they are sliced with visual effects and score updates. The project demonstrates real-time hand tracking, gesture recognition, and game logic integration, highlighting practical applications of AI and computer vision in gaming, human–computer interaction, and touchless control systems.