This project aims to develop a system that converts sign language gestures into text. It utilizes computer vision techniques to detect and recognize sign language gestures captured via a camera. The converted text can then be used for various applications such as communication aids for individuals with hearing impairments or for real-time translation.
- Real-time sign language gesture recognition.
- Conversion of recognized gestures into text.
- Support for multiple sign languages.
- Python 3.x
- OpenCV
- TensorFlow
- Other dependencies
- Clone this repository to your local machine:
git clone https://github.com/ashvtosh/Major-Project.git
- Install dependencies using pip
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Run the main script:
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Point your camera towards the sign language gestures you want to convert.
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The recognized text will be displayed on the screen.
Contributions are welcome! If you'd like to contribute to this project, please fork the repository, create a new branch, make your changes, and submit a pull request.