Automate Medical Device Packaging Inspection and UDI Label Verification
Blog post from Roboflow
The text discusses an automated workflow for medical device packaging inspection and UDI label verification using Roboflow's RF-DETR and Gemini 2.5 Pro. This workflow is designed to enhance the quality control of medical device packaging by detecting package damage and verifying the presence and readability of UDI-related markers like barcodes, QR codes, or DataMatrix codes. The RF-DETR model is trained on a general package damage dataset to identify package defects, and the Gemini 2.5 Pro processes annotated images to evaluate UDI marker visibility, providing inspection summaries. The system aims to streamline packaging quality control in production environments by reducing manual inspections and integrating into packaging lines with industrial cameras, enhancing traceability and compliance with regulatory standards.