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Explore the fascinating world of LEGO brick recognition using machine learning in this 27-minute conference talk from EuroPython 2022. Follow Piotr Rybak's journey as he develops a Python-based application for classifying LEGO bricks. Discover the process of dataset creation and gain insights into LEGO-specific concepts and resources. Learn about various machine learning approaches, including classification, detection, and metric learning, applied to the task of recognizing LEGO bricks. Gain valuable insights into successful strategies and challenges encountered during the project development. By the end of the talk, understand how to experiment with LEGO brick recognition techniques yourself.
