Can computers recognize Gaudí? - PAPIs.io '14 Hack Night winner

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Barcelona Architecture Can computers recognize Gaudí? Enrique Otero Beeva @meteotester Marian Claudiu Moldovan Beeva @marianmoldovan

Transcript of Can computers recognize Gaudí? - PAPIs.io '14 Hack Night winner

Page 1: Can computers recognize Gaudí? - PAPIs.io '14 Hack Night winner

Barcelona ArchitectureCan computers recognize Gaudí?

Enrique OteroBeeva@meteotester

Marian Claudiu MoldovanBeeva@marianmoldovan

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Challenge

● Gaudí?● Beer 2D chart

○ ŷhat● Path between items

○ GraphLab

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Dataset

● Google Images● “Barcelona buildings”● ~100 images

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Gaudí

● Indico.IO Image Feature API○ Deep Learning made easy○ Turns Image into 2048 vector

● Clustering, dimensionality reduction, shortest path

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Clustering & distancesBy Antonio Vidal @ Optare Solutions

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By Antonio Vidal @ Optare Solutions

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Rtsne

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Shortest path

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Q&ACode on Github, search “hacknight papis”