Finding trips in a camera roll with on-device CLIP

Your camera roll already knows where you've been. The timestamps and GPS tracks in a few years of photos describe every trip you've taken more accurately than you could from memory. Aermes has a feature that reads that record and builds your trips from it: grouped, mapped, junk removed, ready to edit. The obvious way to build this is to upload everything and run models on a server. We didn't, for three reasons. Nobody should have to upload their entire camera roll to a startup to get value from…