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.

Info

Day: 2021-09-04
Start time: 15:15
Duration: 00:45
Room: Main talk room (0.1)

Language: en

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