Whitepapers

January 2016
machine learning

HOW NOT TO DO DEEP LEARNING ON AERIAL IMAGES

  • David Kell, Co-founder & CTO

At Gyana we are stumped daily by some very interesting real life problems. We are at a cross section, where science is meeting technology—and it is easy to get lost in the science bit (“research only”) or the technology bit (“commercialisation only”). The magic will happen when we remember to leverage cutting edge techniques that really work, for problems that really matter...

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January 2016
piechart

MARKETING TO THE MINORITY WITHOUT ALIENATING THE MAJORITY

  • Andrew Li, Co-founder & COO

Societies around the world are becoming increasingly multicultural and multilingual. In the US, more than 20% of the population speak a language other than the official language of English at home. Countries such as South Africa, the Seychelles and Singapore have multiple official languages...

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January 2016
emotion analysis

LARGE-SCALE EMOTION ANALYTICS WITH A MODERN MACHINE LEARNING APPROACH

  • Data scientist

When it comes to Youtube videos, Instagram profiles or Facebook posts "I like this" or "thumbs up" seems to be the only reaction we show. On a macroscopic level this can indicate the quality and appeal of videos, photos and articles, but "I like" certainly does not reflect the complex emotions that are triggered in our brains...

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