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Rock Paper Scissors (YOLOv8 + OpenCV)

Prerequisites

You must need Python 3 and OpenCV installed on your PC.

Installing

A step by step installation — follow these methods.

  1. Create and activate the virtual environment
python3 -m venv cv-rps
source cv-rps/bin/activate
  1. Install all the requirements
pip install -r requirements.txt
  1. Run the project
python rock-paper-scissor.py

Press q to quit the detection window.

In case you get any errors, try Stackoverflow.

Dataset used for training: Rock Paper Scissors – Roboflow

Model trained on Google Colab using YOLOv8n with T4 GPU. Training notebook available in notebook/Rock-Paper-Scissor.ipynb.

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Real-time Rock Paper Scissors hand gesture detection using YOLOv8n and OpenCV

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