Projects

These are side projects across the fields of machine learning and software design.

Some are quick espresso experiments, others are slow-brewed prototypes, and a few are already close to an MVP.

Page Segmentation: The easy and the hard way
13 min

An OCR scan of a whole page of a complex layout can be done two ways. The easy expensive one using an LLM or the more sophisticated one, which is harder to develop but…

Oct 24, 2025

Is training your own classifier really worth it?
3 min

I small update to the longer update. We use a YOLO-doclayout to decide if it is a text or image.

Oct 2, 2025

Text or Image
5 min

Running Document digitization pipelines can be expensive. Especially if you pay per API request. A good triage of pages is helping to reduce costs. In this notebook we…

Sep 29, 2025

How Neural Networks Hear Music
19 min

Did you ever wonder how Spotify, Tidal or YouTube work? Why are they suggesting a song to you?. Sometimes the suggestions are quite good. Come with we on a visual journey…

Jul 15, 2025

The Rebirth of the recipescanner - part 2
7 min

Back from the Dead, driven by AI Agent

Jul 7, 2025

The Rebirth of the recipescanner
6 min

Part I: What happened so far

Jul 3, 2025

Do you know the hidden paths of your code?
21 min

Most software is complex. Especially with AI-assisted coding, complexity can quickly run out of hands and turn into a nightmare. To never get lost again, let’s create the…

May 14, 2025

Street view game - hit the road
7 min

Hit the road allows you to sit back and enjoy the scenary when using Google street view. You can look around while you advance. Very much the same as you would in a car.

Apr 26, 2025

The road less travelled - from the dijkstras shortest path to the least visited path
5 min

What if you are not interested in getting as fast as possible from A to B. But you always search a new path. A python adventure to discover new places.

Mar 25, 2025

Which cheese are we eating?
11 min

Did you ever wonder what kind of cheese you should buy? They all look the same. And then the embarrasement when you can just point and say: that one. Meet the cheese…

Mar 13, 2025
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More prototypes and experiments can be found on this page.