Label Check, a compliance prototype for beverage artwork

Field notes

Label Check separates image reading from human compliance judgment. Its single-label workflow accepts front, back, and neck artwork up to 10 MB per image, while the batch workflow pairs files such as COLA-123_front.png with spreadsheet rows and exports CSV results. The page says recognition runs inside the service, avoids outside calls, and clears the workspace on refresh; it also exposes OpenAPI and health endpoints for engineers.