Graphical Inspection Workflow for Faster Defect Analysis Setup

The system implements a universal inspection algorithm framework that can handle multiple container types and medicinal drugs through a single unified interface. The framework automatically adapts to different inspection requirements by selecting and configuring appropriate analysis modules from a library, eliminating the need to develop separate complex algorithms for each product type while maintaining high inspection precision through specialized processing when needed.

The inspection algorithm is divided into modular, independently configurable segments that can be selectively activated. Each segment handles a specific aspect of inspection (e.g., defect detection, dimensional measurement, surface analysis), allowing the system to assemble appropriate combinations for different product types without requiring complete algorithm redesign, thus reducing overall complexity while maintaining precision.

The system applies partial image analysis by selectively processing only the most critical regions of interest in each image rather than analyzing the entire image uniformly. Based on preliminary detection and defect probability maps, the system concentrates computational resources on areas most likely to contain defects, achieving thorough inspection of critical areas while reducing overall processing time to match manufacturing line speeds.

The inspection process uses periodic analysis with varying intensity levels. Rapid preliminary scanning is performed continuously at high speed, followed by more thorough periodic deep analysis of suspicious regions or samples with higher defect probability. This periodic approach maintains productivity by keeping average processing time low while ensuring reliability through comprehensive periodic inspection.