Link: Niantic is building a ‘geospatial’ AI model based on Pokémon Go player data

Niantic is developing a "Large Geospatial Model" (LGM) utilizing millions of player-generated scans from games like Pokémon Go. This model aims to enhance how computers and robots perceive and interact with the real world.

The LGM leverages a vast amount of data collected through Niantic's Visual Positioning System (VPS). "Spatial intelligence" is crafted using neural networks and extensive 3D mapping from user-contributed scans.

These scans offer a unique pedestrian perspective, often capturing areas that vehicles cannot access. This data richness is pivotal for building comprehensive 3D world maps.

Victor Prisacariu, Niantic's Chief Scientist, elaborated on the technology's capabilities. The AI integrates detailed 3D geometry with a semantic layer that recognizes different elements like trees and buildings.

According to 404 Media, few could foresee in 2016 that Pokémon Go’s data would contribute to such advanced AI applications. This development marks a significant leap in how user-generated data can be utilized.

In essence, Niantic’s innovative approach may set new standards for interactive AI environments. This could transform both playful and practical aspects of digital interaction in our everyday environments. #

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