ICS Quiz

Shelf photo recognition now runs on the server, so visits stay fast even on low-end phones: take the photo and keep working — the result arrives on its own. • Recognition report right in the app: shelf share, facings, out-of-assortment items • Shelf share compared with the previous visit • Results can be corrected manually without leaving the visit • Updated the Ailet recognition service and reworked the integration with it: photos are processed faster and results arrive more reliably • Shooting distance hints and a warning when a screen is photographed instead of a real shelf • 0.5x wide-angle camera support — narrow shelves fit in a single shot • Smoother panorama capture with more stable frame stitching • Recognition models are downloaded in advance — visits work fully offline • Offline mode fixes and overall stability improvements