One interesting alternative would be the Visual Positioning System (VPS) that Niantic has built from Pokemon go player data. Basically you can take a picture outside and your phone will know exactly where you are:
I doubt it would work well, but with enough training data it would be able to pick up on some areas. Especially if there are large landmarks in the frame (mountains/hills/rivers, etc.).
It’s also what Google Maps live view is using. Street view imagery plus rough location plus on-phone camera sensor calibration data allows it to compute highly accurate positions relative to surroundings.
One interesting alternative would be the Visual Positioning System (VPS) that Niantic has built from Pokemon go player data. Basically you can take a picture outside and your phone will know exactly where you are:
https://www.nianticspatial.com/locate#vps
https://arstechnica.com/ai/2024/11/niantic-uses-pokemon-go-player-data-to-build-ai-navigation-system/
Too bad they’re getting close to being bought out by a company that’s notorious for squeezing out every penny from their player base.
Edit: Correction, Pokemon Go is being bought from Niantic… The company itself is not being bought.
Yeah so good luck using that in the middle of the woods
Would this work in a war zone if everything that used to be there was gone now?
I doubt it would work well, but with enough training data it would be able to pick up on some areas. Especially if there are large landmarks in the frame (mountains/hills/rivers, etc.).
It’s also what Google Maps live view is using. Street view imagery plus rough location plus on-phone camera sensor calibration data allows it to compute highly accurate positions relative to surroundings.