Classifying LEGO Bricks with Machine Learning - presented by Piotr Rybak

EuroPython 2022 - Classifying LEGO Bricks with Machine Learning - presented by Piotr Rybak
[Liffey Hall 1 on 2022-07-13]
During this talk, I will walk you through my journey to create the Lego bricks recognition application in Python. I will start with dataset creation and introduce some Lego-specific concepts and resources. Then, I will explain a few different Machine Learning approaches to solve Lego bricks recognition task - classification, detection, and metric learning. Finally, I will show what has worked, what hasn’t, and how you can play with it yourself.
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