@micksmira
Glad to know that you found the guide useful. I will soon add a section to the guide on how to run this on a video input. In the meantime, you can check this guide (with similar pipeline) on how to run on video input: A Comprehensive Guide to Building a Face Recognition System
Also, thank you for bringing to our notice the issue with our pipeline example. We will investigate and let you know.