Solution Information:
Title : COVID-19: Face Mask Detector with OpenCV, Keras/TensorFlow, and Deep Learning
Description : 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.
Category : Machine Learning
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