Skip to content
Hallway
0:00 / 0:00

#lego#metriclearning#objectdetection

Classifying LEGO Bricks with Machine Learning - presented by Piotr Rybak

EuroPython Conference

36K subscribers • 31 videos on Hallway • Conference channel

YouTube
  • One of the most-watched uploads on EuroPython, a conference or university channel Hallway lists. Nobody has recommended it in the communities yet, so it ranks below community picks.
  • Presented by Piotr Rybak

Intermediate. Assumes working knowledge.

10K views3 years ago

AI and machine learningProgramming languagesClassic machine learningComputer visionPython

Piotr Rybak shares his journey of building a LEGO brick recognition application in Python using classification, detection, and metric learning.

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. This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License creativecommons.org/licenses/by-nc-sa/4.0/

Why it's here

A top upload from a listed channel

EuroPython is on Hallway's list of conference and university channels, and this upload is one of its most-watched talks or lectures. Nobody has recommended it in the communities yet, so it ranks below community picks.