Version 0.1 PRELIMINARY (can be updated)
Lecture: Overengineering a smart doorbell
Why make it easy if it can be difficult?
Hack together a doorbell detector using machine learning.
I made a system to detect when my doorbell rings in order to get a notification when packages arrive. Instead of buying a smart doorbell out of the box, however, I created a docker-compose stack on a raspberry pi running a multi threaded python program which runs a machine learning based bell detector, with a labeling tool to give feedback to the system and a completely automatic retraining pipeline.
Start time: 15:15
Room: Main talk room (0.1)