Inputs to provide
Label examples, barcode formats, printing variation, camera distance, cycle time and comparison API.
AI Vision & Edge Intelligence
OCR, barcode and label verification
Read labels, date codes and serial numbers and compare selected fields with agreed rules or a reference system.
Scoped deliverables
Recognition program, parsing rules, result API, exception samples and deployment notes.
Acceptance method
Report field recognition, whole-label pass rate, unreadable-label rejection and latency separately.
Scope boundaries
Printer supply, ERP changes and unlimited font or layout support are outside the default scope.
From review to delivery
- 01Requirements and material review
- 02Proof of concept or prototype
- 03Development, integration and testing
- 04Deployment, pilot production and maintenance
We review materials before confirming scope, price, schedule and acceptance in writing. Metrics depend on agreed hardware, samples and operating conditions. Hardware, third-party licenses, certification, site work and ongoing operations are confirmed separately.
Discuss this service
We review the materials and scope before confirming a quotation and implementation schedule.