Count what is on the shelf from a photo
Take a photo of a vending machine face or a micro-market shelf. Get a per-column fill estimate — which columns are full, which are low, which are empty — in seconds.
How it works
Take a photo
Your photo is sent to a server for processing — it is not stored or saved after analysis completes.
Upload it
Select the photo from your gallery or take one with the camera. The app accepts JPEG and PNG images up to 20 MB.
Get the list
A per-column list appears: which columns are full, which need restocking, and which the system could not confidently assess.
What it tells you
Fill estimates
Each column or shelf section is classified as full, low, or empty. Every result is marked as an estimate with a stated basis.
What it cannot see
Columns behind glare or scratched glass, or with unusual packaging, may return could not determine. The system says what it does not know.
No account needed
Open the page, take a photo, get results. No sign-up, no login, nothing to configure. Every session starts clean.
Nothing stored
Your photo is processed in memory and deleted. No copy is stored on any server. Results disappear when you close the tab.
Fill estimates are generated by automated analysis of the photo. The technical basis for the analysis is being finalised and has not been publicly disclosed as a specific model. Results are approximate, especially behind scratched or glare-covered glass. The system uses equal-width column division — non-uniform shelf layouts may produce incorrect assignments. This is a field tool, not a certified inventory audit.