Case studies5 min read
Case study: finding wedding photos by face in seconds
How we turned an archive of thousands of photos into an instant selfie-powered search — with no complicated signup.
The problem repeated at every celebration: thousands of photos, guests asking the photographer "where are my pictures?" for a week afterwards.
We built a search engine comparing facial signatures with event photos: the guest uploads one selfie and sees their images instantly with a private share link.
The technical challenge was accuracy and speed together: smart filtering to shrink the search space, processing in seconds rather than minutes.
The result: a completely different delivery experience for photographer and clients alike, with time returned to focus on shooting rather than sorting.