A real-time application for detecting and recognizing sign language gestures using a webcam feed.
This project leverages Flask for the web interface and TensorFlow/Keras for the machine learning model to recognize sign language gestures in real-time from a webcam feed.
- Real-time sign language gesture detection.
- Web interface for video feed and gesture recognition.
- Utilizes a CNN model for gesture recognition.
- Clone the repository:
- Flask: Web framework
- OpenCV: Video capture and processing
- NumPy: Numerical operations
- TensorFlow/Keras: Machine learning model
- Splitfolders: Dataset splitting
- Logging: Logging messages
For questions or suggestions, please open an issue or contact me at [khushalsingh9445@gmail.com]