COVID-19: Face Mask Detector with OpenCV and Deep Learning

Face Mask Detection system built with OpenCV, Keras/TensorFlow using Deep Learning and Computer Vision concepts in order to detect face masks in static images as well as in real-time video streams.

Technologies/frameworks used

📁 Dataset

The dataset used can be downloaded here - KAGGLE

This dataset contains about 1006 equally distributed images of 2 distinct types.

This dataset consists of 2012 images belonging to two classes:

• with_mask: 1006 images
• without_mask: 1006 images

Neural Network Architecture Used:

        

🔑 Results

Working Demo

        

Video: