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title: 'Mapillary Research: Seamless Scene Segmentation and In-Place Activated BatchNorm'
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author: Lorenzo Porzi, Mapillary
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redirect_from: /2019/07/23/mapillary-research.html
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With roads in developed countries like the US changing up to 15% annually, [Mapillary](https://www.mapillary.com/) addresses a growing demand for keeping maps updated by combining images from any camera into a 3D visualization of the world. Mapillary’s independent and collaborative approach enables anyone to collect, share, and use street-level images for improving maps, developing cities, and advancing the automotive industry.

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