“Over the past five years, Niantic has focused on building our Visual Positioning System, which uses a single image from a phone to determine its position and orientation using a 3D map built from people scanning interesting locations in our games and Scaniverse.”
According to Niantic, the company has developed in-depth scans of over 10 million locations worldwide, and users capture around one million new individual scans per week. The company is using these hundreds of millions of images to train “more than 50 million neural networks” which compress thousands of mapped images into digital recreations of real-world physical spaces.
“Imagine yourself standing behind a church,” the blog post continues. “The closest local model has seen only the front entrance of that church, and thus, it will not be able to tell you where you are. But on a global scale, we have seen thousands of churches captured by local models worldwide. No church is the same, but many share common characteristics. A large geospatial model accesses that distributed knowledge.”
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What’s the use of all these scans? Niantic suggests that the tech could continue to improve augmented reality products, autonomous systems, and navigation. The app has been used in the past to learn the habits of its users and discern optimal walking paths between two locations, so this just takes things to a new level.
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The plane suffered damage to its wing after the crash. Photo: Rocco Pier Luigi via Wikimedia Commons
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