Deep Learning for Automated Tagging of Fashion Images

Patricia Gutierrez, Pierre-Antoine Sondag, Petar Butkovic, Mauro Lacy, Jordi Berges, Felipe Bertrand, Arne Knudson; Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 2018, pp. 0-0

Abstract

We present 9 deep learning classifiers to predict Fashion attributes in 4 different categories: apparel (dresses and tops), shoes, watches and luggages. Our prediction system hosts several classifiers working at scale to populate a catalogue of millions of products. We provide details of our models as well as the challenges involved in predicting Fashion attributes in a relatively homogeneous problem space.

Related Material

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[bibtex]
@InProceedings{Gutierrez_2018_ECCV_Workshops,
author = {Gutierrez, Patricia and Sondag, Pierre-Antoine and Butkovic, Petar and Lacy, Mauro and Berges, Jordi and Bertrand, Felipe and Knudson, Arne},
title = {Deep Learning for Automated Tagging of Fashion Images},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}