Apple has introduced an enhanced visual search feature within Photos that allows users to search for images based on recognizable landmarks or points of interest. This new functionality leverages a global index maintained by Apple and on-device machine learning to identify locations depicted in photos.
Enhanced Visual Search in Photos allows you to search for photos using landmarks or points of interest. Your device privately matches places in your photos to a global index Apple maintains on our servers. We apply homomorphic encryption and differential privacy, and use an OHTTP relay that hides IP address. This prevents Apple from learning about the information in your photos.
Enhanced Visual Search lets your phone identify landmarks in your photos and search for those pictures using the name of the landmarks. The Enhanced Visual Search setting was rolled out with Apple's latest operating system versions for Mac (macOS 15) and iPhones (only on October 24, and that too discreetly. The feature allows your iPhone to identify photos of places, or most specifically landmarks, in your photo library. Enhanced Visual Search for photos, which allows a user to search their photo library for specific locations, like landmarks and points of interest, is an illustrative example of a useful feature powered by combining ML with HE and private server lookups. Using PNNS, a user’s device privately queries a global index of popular landmarks and points of interest maintained by Apple to find approximate matches for places depicted in their photo library.explains that the feature will identify a specific location when you swipe up on a photo you have taken of a building and tap'Look Up Landmark.' A card will pop up with the name of the landmark and a link to a related article. To determine the name of any given landmark, your iPhone will use a global index of well-known landmarks and points of interest kept by Apple to find matches for places in your album. An on-device machine learning (ML) model analyzes a photo and decide if there is a region of interest (ROI) that may include a landmar
Apple Photos Visual Search Machine Learning Landmarks
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