SolVisionCase Study
IV Bag Classification Using AI
Case
Different Specifications of IV Fluids
IV fluids are available in various types, such as dextrose and sodium chloride, with concentrations and volumes that are tailored to specific medical needs. These fluids are typically stored in transparent drip bags, with details about their contents (including IV type, concentration, volume, etc.) printed on the exterior.
Challenge
Automating Inspection and Classification of IV Bag Labels
In IV fluid production lines, filled bags are commonly transported using the same conveyor system to the packaging area. Here, workers manually inspect and classify the bags based on their contents. However, due to the unpredictable placement of printed labels, traditional rule-based systems are unable to automate this process.
Solution
AI-Powered Feature Recognition
With SolVision‘s segmentation tool, various labels can be identified from sample images to train a visual inspection system capable of classifying information on IV bags based on their distinctive features. SolVision’s advanced AI-based technology is also unaffected by transparent objects, label complexity, or appearance.
Classification
Dextrose Solution
Sodium Chloride Solution
Glucose and Sodium Chloride Solution
