Observed arrival · 2026-08-31
FreshFish keeps fish-market lots from becoming duplicate records
A research-preview iPhone app groups visually coherent fish-market lots on-device before sending an optional representative crop for cloud identification.
Field notes
FreshFish uses screen geometry, appearance, and session history to keep repeated views of a fish-market tray from becoming repeated records. Its stated data flow allows at most one representative crop per lot to reach the backend, while live video, recorded replay, and audio remain local. Species candidates stay locked from nutrition enrichment until a person confirms a catalogue match, and the page separates local-cache erasure from cloud-account deletion.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
One card from the complete issue