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OpenVINO-FaceMaskDetection

Face mask detection using pre-trained pytorch trained models and OpenVINO. Designed with the purpose of using it on Intel® Neural Compute Stick 2 (Intel® Ncs2)

Full File System Download

Download the full ~2.5gb file system here including all the models trained and the datasets used.

Technologies Used

This project is created with:

  • Python 3.8.2
  • PyTorch 1.8.1
  • OpenVINO 2020.4.287
  • OpenCV 4.3

Hardware Used

  • A typical desktop computer was used to train and convert the mask detection model classifiers.
  • A Raspberry Pi 4 with an RPi Camera was used for the development and deployment of the real time detection system.
  • A Intel NCS2 connected to the RPi 4 was used to run inference of the mask detection and face detection models.

Youtube Video (Click on image)

youtube video