We will build a real-time system to detect whether the person on the webcam is wearing a mask or not. We will train the face mask detector model using Keras and OpenCV.
The dataset we are working on consists of 1376 images with 690 images containing images of people wearing masks and 686 images with people without masks.
Download the dataset: Face Mask Dataset
Before proceeding ahead, please download the project source code: Face Mask Detector Project
In this machine learning project for beginners, we will use Jupyter Notebook for the development. Let’s see steps for the installation and configuration of Jupyter Notebook.
#python #keras #opencv