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Deep Learning at Gilt

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Deep Learning is a rapidly evolving subfield of Machine Learning originating from Neural Networks. Recent algorithmic advances and utilization of GPU parallelization have resulted in Deep Learning based algorithms mastering the game of Go as well as several practical applications. The fashion industry is one of the target…
Deep Learning is a rapidly evolving subfield of Machine Learning originating from Neural Networks. Recent algorithmic advances and utilization of GPU parallelization have resulted in Deep Learning based algorithms mastering the game of Go as well as several practical applications.
The fashion industry is one of the target sectors for Deep Learning. Gilt has been using deep learning for product recommendations and clothing properties categorization. Dress faceting, automatically identifying occasion, silhouette, neckline and sleeve type is based on Facebook’s Torch library.

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