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
Dextrose Solution IV bag inspection using SolVision AI vision software
Dextrose Solution IV bag inspection using SolVision AI vision software
Dextrose Solution IV bag inspection using SolVision AI vision software
Sodium Chloride Solution
Sodium Chloride Solution IV bag inspection using SolVision AI vision software
Sodium Chloride Solution IV bag inspection using SolVision AI vision software
Glucose and Sodium Chloride Solution
Glucose and Sodium Chloride Solution IV bag inspection using SolVision AI vision software

Outcome

Enhanced accuracy and reliability in IV bag classification through AI-powered feature recognition
Streamlined inspection process, reducing the need for manual labor and increasing production throughput
Ensured reliable inspection results despite challenges such as transparent materials or label complexity
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