Capture the shelf.One frame at a time.

Take a clean front-facing photo of each shelf section. Keep bottles in view, avoid glare, and frame each shelf separately. Up to 12 images per scan.

Each image is processed independently. Depth counting and multi-snapshot deduplication are intentionally deferred to the full build phase.