: COVID-19: Face Mask Detector with OpenCV, Keras/TensorFlow, and Deep Learning
: In this project, we’ll discuss our two-phase COVID-19 face mask detector, detailing how our computer vision/deep learning pipeline will be implemented.
From there, we’ll review the dataset we’ll be using to train our custom face mask detector.
I’ll then show you how to implement a Python script to train a face mask detector on our dataset using Keras and TensorFlow.
We’ll use this Python script to train a face mask detector and review the results.
Given the trained COVID-19 face mask detector, we’ll proceed to implement two more additional Python scripts used to Detect face masks in real-time video streams.We’ll wrap up the post by looking at the results of applying our face mask detector.
I’ll also provide some additional suggestions for further improvement.
: Machine Learning