{"id":21510127,"url":"https://github.com/pradeep31747/signtech-real-time-sign_language_recognition","last_synced_at":"2026-04-11T00:43:52.736Z","repository":{"id":250007023,"uuid":"833215130","full_name":"Pradeep31747/SignTech-Real-time-Sign_Language_Recognition","owner":"Pradeep31747","description":" SignTech: Real-time Sign Language Recognition  SignTech leverages advanced computer vision and machine learning to translate sign language gestures into text or speech in real-time. 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By leveraging advanced computer vision and machine learning techniques, SignTech translates sign language gestures into text or speech in real-time, making interactions more inclusive and accessible.\n\n## Dataset\nhttps://www.kaggle.com/datamunge/sign-language-mnist\n\n## Features\n\n- **Real-time Recognition:** Instantly translates sign language gestures into text or speech.\n- **High Accuracy:** Utilizes deep learning algorithms for precise gesture recognition.\n- **User-Friendly Interface:** Simple and intuitive design for ease of use.\n- **Multi-Language Support:** Capable of recognizing multiple sign languages.\n\n## Technologies Used\n\n- **Programming Languages:** Python, JavaScript\n- **Frameworks:** TensorFlow, OpenCV, React\n- **Machine Learning:** Convolutional Neural Networks (CNNs)\n- **Tools:** Git, Docker, VS Code\n\n## Installation\n\n1. **Clone the Repository:**\n\n    ```bash\n    git clone https://github.com/yourusername/signtech.git\n    cd signtech\n    ```\n\n2. **Install Dependencies:**\n\n    ```bash\n    pip install -r requirements.txt\n    ```\n\n3. **Run the Application:**\n\n    ```bash\n    python app.py\n    ```\n\n## Usage\n\n1. **Launch the Application:**\n   - Start the application by running `python app.py`.\n   - Open your web browser and navigate to `http://localhost:5000`.\n\n2. **Using SignTech:**\n   - Use your camera to capture sign language gestures.\n   - The system will translate the gestures into text or speech in real-time.\n\nSignTech aims to make communication more inclusive and accessible. Join us in our mission to bridge the communication gap and empower the deaf and hearing communities!\n\n        \n\n\n  \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpradeep31747%2Fsigntech-real-time-sign_language_recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpradeep31747%2Fsigntech-real-time-sign_language_recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpradeep31747%2Fsigntech-real-time-sign_language_recognition/lists"}