How to create a real-time Face Detector

In this article, I will show you how to write a real-time face detector using Python, TensorFlow/Keras and OpenCV. All code is available in this repo. You can also read this tutorial directly on GitLab. Python code is highlighted there, so it is more convenient to read. First, in Theoretical Part I will tell you a little about the concepts that will be useful for us (Transfer Learning and Data Augmentation), and then I will go to the code analysis in the Practical Part section. Note, that you must have tensorflow and opencv libraries installed to run this code.