A Python-based application that monitors user's posture using computer vision and machine learning techniques, and sends notifications to correct bad postures.
Features Real-time posture monitoring using a webcam. Collects data for various postures. Trains a logistic regression model to classify postures. Sends notifications to adjust posture if bad posture is detected. Installation Clone the repository:
bash git clone https://github.com/importstring/Posture-corrector.git cd Posture-corrector Install the required dependencies:
pip install -r requirements.txt Run the application:
python main.py Usage The application will prompt you to collect data for different postures. Follow the instructions to record each posture using your webcam. The data collected will be used to train a model to monitor and notify you about your posture in real-time.
Contributing Contributions are welcome! Please fork the repository and submit a pull request.
License TBD - Hackathon Submission