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Deep metric learning – Large scale visual search at IKEA

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Luleå science park

Emanuel Johansson works as a Senior Data Scientist at IKEA Retail (Ingka Group). One year ago he had privilege of being part of starting up a completely new team focusing on Visual Intelligence. In this seminar he will talk about the journey to build their first product, Visual Search. Emanuel will talk about an approach for solving large scale classification problems with too many classes and too few training examples. And look into the background on how Siamese networks are working and how they can fit in a large scale commercial solution.

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