COVID 19: Detect Face Mask in Real Time

Repo contains slides and code for workshop of DataFestOnline 2020.

The slides present convolutional neural networks and code used for model training to detect face mask on person.

Authors:

Soso Sukhitashvili - linkedin

Nodo Okroshiashvili - linkedin

Getting Started

Git clone this repo

Installing

Create conda env and install requirements:

conda create --name workshop python==3.7

conda activate workshop

pip install -r requirements.txt

Examples

Run mask detection code: python test_video.py

References

• Tutorial about convolutional neural networks

• Tutorial to built a face mask detector for COVID-19 using PyTorch

• Tutorial to built a face mask detector for COVID-19 using TensorFlow

Credits

Face mask detection and model training code is taken from this nice tutorial.