Currently, every country is being challenged by COVID19. This means that everywhere in the world people should be wearing face masks for each others safety. Wearing a face mask is still relatively new for a lot of people around the globe. Also unfortunately not everyone does abide to the law, the rules and best practices on how to wear a face mask. This is where the gatekeeper comes in.
By following the instructions in requirements.txt a virtual environment can be created to run the gatekeeper. A pretrained model is available. To run the gatekeeper on recorded video, execute following command:
python video_upload.py [VIDEOPATH] [OUTPUTPATH]
To run the gatekeeper on a live webcam feed, execute following command:
python video_live_modeltrained.py
If the user wishes to train their own model, do so by executing following command:
python data_training.py
