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Matthias Hecker

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Fashion and Apparel Classification using Convolutional Neural Networks

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Nov 11, 2018
Alexander Schindler, Thomas Lidy, Stephan Karner, Matthias Hecker

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We present an empirical study of applying deep Convolutional Neural Networks (CNN) to the task of fashion and apparel image classification to improve meta-data enrichment of e-commerce applications. Five different CNN architectures were analyzed using clean and pre-trained models. The models were evaluated in three different tasks person detection, product and gender classification, on two small and large scale datasets.

* Proceedings of the 10th Forum Media Technology and 3rd All Around Audio Symposium, St. Poelten, Austria, November 29-30, 2017 
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