Find every item
Detect individual products across crowded shelves, coolers, and mixed retail displays.
Retail shelf recognition API
Shelf images into product data.
Upload a retail shelf photo. Get product boxes, clean category labels, and an annotated image your team can review at a glance.
Product boxes
Category labels
Visual QA image
API visualization
Original photo
Boxes + labels
From photo to usable shelf data.
Use the JSON response in your app, or request the visualization endpoint when you need a fast human check.
Tag what matters
Attach product type, packaging format, material, and storage-friendly categories.
Review visually
Return an annotated image so clients can immediately understand what the model saw.
Built for shelf workflows.
Retail audits
Turn field photos into structured shelf observations without manual box drawing.
Catalog cleanup
Group detected products by practical categories that are useful for downstream automation.
Ops dashboards
Show visual proof next to structured results so teams can trust and debug outputs quickly.
Ready to test a shelf image?
Start from the API docs, send one image, and compare JSON with the annotated output.