Posebuddy

This application will give you an alarm when you get into bad posture.

How to use

Setup your environment

• Install miniconda or anaconda.
• Create a new python 3.6 conda environment with conda create -n posebuddy python=3.6.
• Activate your conda environment with conda activate posebuddy.
• Install the dependencies with pip install -r requirements.txt.

Run capture, train, and predict individually

• Run python -m src.grab_images to generate training data. While in good or bad posture, move a bit around.
• Run python -m src.training to train the classifier on your newly created training data.
• Run python -m src.predict_image_stream to see fetch pictures from your webcam to evaluate your pose continuously.

Run the app after the above steps for training have been done

• Run python -m src.app