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)
Download the full ~2.5gb file system here including all the models trained and the datasets used.
This project is created with:
- Python 3.8.2
- PyTorch 1.8.1
- OpenVINO 2020.4.287
- OpenCV 4.3
- 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.
