Enhanced Integrated MultiModel for Medicine Detection, Text Extraction, and Duplicate Recognition using YOLOv8 and PaddleOCR
International Research Journal of Modernization in Engineering Technology and Science · 2023
This paper introduces an advanced integrated model that merges YOLOv8 for medicine detection and PaddleOCR for text extraction, facilitating efficient identification of pharmaceuticals and extraction of critical information (batch number, MRP, expiration date), while flagging duplicate entries.It includes detailed training, confusion matrix analysis, and prediction images to demonstrate its efficacy in pharmaceutical applications.