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🎮 Rock-Paper-Scissors AI Game | Teachable Machine + TensorFlow + Python + OpenCV

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Oct 14, 2025
0:58

In this project, I created a real-time Rock-Paper-Scissors game using a custom Teachable Machine model. The model detects hand gestures through a webcam and plays against the computer. 📂 Technologies Used: - TensorFlow / Keras (Model Loading & Prediction) - OpenCV (Camera Input) - NumPy (Image Preprocessing) - Teachable Machine (Model Training) - Python (Game Logic) 🧠 How it works: 1️⃣ Train your own gesture model on https://teachablemachine.withgoogle.com 2️⃣ Export as Keras model and save in 'model/' directory. 3️⃣ Run the Python game with your webcam. 💻 Code and setup: - Environment: conda create -n teachable-2025 python=3.10 - Run: python teachable.py 👨‍💻 Author: Abbas Ali 🎓 University of Michigan-Dearborn | ECE 5831: Pattern Recognition & Neural Networks #TensorFlow #Python #MachineLearning #TeachableMachine #ComputerVision #OpenCV #AIProject #DeepLearning #RockPaperScissors

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🎮 Rock-Paper-Scissors AI Game | Teachable Machine + TensorFlow + Python + OpenCV | NatokHD