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Large Scale Deep Learning for Map Making 6 лет назад


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Large Scale Deep Learning for Map Making

Alina Negreanu and Bogdan Gliga (Telenav), State of the Map 2018 https://2018.stateofthemap.org/2018/T... In this talk, the Telenav OSM team talks about what we have learned from our experience building a horizontally scalable deep learning pipeline that can process the over 120 million images in the OpenStreetCam database. We will offer a technical perspective about how we used state of the art algorithms to detect a large number of traffic signs, extract road features like number of lanes visible on a road, and accurately perform text recognition on signs. This technology is now open source and available for anyone to use and improve upon!

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