{"id":28336172,"url":"https://github.com/bigbeantheory/hand_sign_detection","last_synced_at":"2026-06-29T11:31:31.479Z","repository":{"id":284103722,"uuid":"695834887","full_name":"BigBeanTheory/Hand_Sign_Detection","owner":"BigBeanTheory","description":"✋ Hand Sign Detection – OpenCV \u0026 Python A real-time Hand Sign Detection System using OpenCV and Python. This project detects and recognizes hand gestures, enabling applications like sign language recognition and gesture-based control. 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✋ Hand Sign Detection – OpenCV \u0026 Python  \n\nThis project is a **Hand Sign Detection System** that uses **OpenCV and Python** to recognize jand gestures \n________________________________________________________________________________________________\n## 🚀 Features  \n✅ **Real-time Hand Detection** using OpenCV \u0026 cvzone  \n✅ **Gesture Recognition** for three predefined signs  \n✅ **Webcam Support** for live detection  \n✅ **Customizable Model** to add new gestures  \n________________________________________________________________________________________________\n## 📦 Requirements  \nEnsure you have the following dependencies installed:  \n\nbash\npip install cvzone opencv-python numpy matplotlib plyer\nOther Built-in Modules: math, time\n________________________________________________________________________________________________\n🔧 How to Run\nClone the repository:\n\nbash\nCopy\nEdit\ngit clone https://github.com/your-username/hand-sign-detection.git\nNavigate to the project folder:\n\nbash\nCopy\nEdit\ncd hand-sign-detection\nRun the test script:\n\nbash\nCopy\nEdit\npython test.py\n\n________________________________________________________________________________________________\n\n🛠 Technologies Used\nPython – Main programming language\n\nOpenCV (cv2) – Image processing and real-time hand tracking\n\ncvzone – Simplifies hand tracking implementation\n\nNumPy – Numerical computations\n\nMatplotlib – Data visualization\n\nPlyer – Cross-platform notifications\n\nMath \u0026 Time – Built-in modules for calculations and delays\n\n________________________________________________________________________________________________\n\n🤝 Contributing\nFeel free to fork this repository, submit issues, or suggest improvements!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbigbeantheory%2Fhand_sign_detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbigbeantheory%2Fhand_sign_detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbigbeantheory%2Fhand_sign_detection/lists"}