LEGO® Hidden Side

Deep Learning for Minifigure classification

The LEGO Group 2019-2020
Researcher

“LEGO® Hidden Side is a creative building toy, tech toy and AR game all rolled into one. Kids can build a multi-layered model, then use a free interactive Augmented Reality app to hunt and trap ghosts. With multiple different sets and frequent updates, it’s the bridge between physical and virtual play you’ve been looking for!” – LEGO® Hidden Side

This project aims at the research and implementation of an efficient mobile Convolutional Neural Network to classify minifigures in the open-set scenario. The network is currently in use in the Hidden Side app.