Mateusz Marmołowski - Publications - Bridge of Knowledge

Mateusz Marmołowski

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Year 2017

Clothes Detection and Classification Using Convolutional Neural Networks
Publication
- J. Cychnerski
- A. Brzeski
- A. Boguszewski
- M. Marmołowski
- M. Trojanowicz
- Year 2017
In this paper we describe development of a computer vision system for accurate detection and classification of clothes for e-commerce images. We present a set of experiments on well established architectures of convolutional neural networks, including Residual networks, SqueezeNet and Single Shot MultiBox Detector (SSD). The clothes detection network was trained and tested on DeepFashion dataset, which contains box annotations...

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