Fashionable

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Ricardo Medina

Clothing labels for the visually impaired.

Technologie Business

• Durable
• Flexible
• Easy to read
• Non-intrusive
fashionABLE

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PyDataLondon 2016 presentation Fashion is a visual medium so it makes sense for our models of fashion to include visual features. In this presentation, I'll describe how we've build a general purpose visual fashion representation using CNNs. The network is multi-task (multiple labels per image), multi-image (multiple images per label) and it runs on multiple GPUs. I'll visually explore what is going on inside the black box of a neural network and discover how a fashion specific model sees the world differently from generic visual models. Lastly, I'll demonstrate a multi-modal applications of the representation learned by the model.

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Any person, business or brand looking to understand – and lead – cultural shifts can turn to the fashion industry as a bellwether. Fashion not only shapes culture, it acts as a mirror to society, reflecting important cultural shifts that may otherwise be imperceptible. The fashion industry caters to early adopters and seeks inspiration from the edges, where trends and cultural shifts start. It is acutely attuned to changes in the zeitgeist as well as the ambient influences of the biggest global trends (i.e. MegaTrends). For these reasons, the fashion industry can be an effective instrument for gauging change and a proxy for trendspotting of the highest order. In this report, we’ll take a look at MegaTrends impacting life and society, illustrate how they are manifesting within the fashion industry and translate what it means for all brands. After you’ve read this, the length of a hemline will take on entirely new meaning and you will never view paisley the same.

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Fashionable

1. fashionABLE for the visually impaired.

2. • Durable • Flexible • Easy to read • Non-intrusive fashionABLE

8. Size Color Outfit fashionABLE

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Fashionable

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Fashionable