Shelf analysis

Upload a photo. Results appear below. Every result is an estimate — see the basis for each column.

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Column results

Note: Fill estimates are based on object detection (YOLOv8n) counting detected product items per column section. Results are approximate, especially behind scratched or glare-covered glass.
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Your photo. Uploaded photos are processed in memory and deleted immediately after analysis. No copy is stored on any server. Results are ephemeral — they disappear when you close or refresh the page.

No account needed. There is no login, no saved history, and no way to retrieve results later. Each session is independent.