a group of plastic cups sitting on top of a machine

SolVisionCase Study

AI Quality Control for Medical Consumables

quality-control-of-medical-equipment/

Improving Medical Equipment Quality

Safety syringes comprise several dozens of different components, including a built-in needle that can be detachable or permanently attached. The assembly process requires inspection checks to monitor and backtrack when production errors occur. Defect detection can be used to improve product quality and production processes. 

AI inspection of safety syringes

Traditional Inspection Limitations

When needles of safety syringes are assembled incorrectly, this results in protruding or malfunctioning needles that can cause injury, and be unusable. Safety syringes are often made of materials and textures that are difficult for traditional rule-based inspection systems to inspect.

AI Defect Detection

Bridging artificial intelligence with machine vision, SolVision can be used to develop an inspection system capable of recognizing and analyzing white or transparent parts in various textures and shapes. The advanced software can accurately detect assembly errors to identify faulty autoinjectors and lapses in production processes, and optimize throughput. 

AI Inspection

Inspecion

Related Posts
  • AI Defect Detection for Spiral-Surfaced Metals

    Small, spiral-surfaced metal parts can be inspected using SolVision’s Instance Segmentation tool to learn the different types of cut marks or collision faults from sample images, then building an AI model to recognize these subtle defects.
  • Defect Inspection of Metal Casings Using AI

    SolVision elevates quality control in electronics with AI capable of defect detection and classification of metal casings that have reflective surfaces.
  • Automated Vegetable AI Visual Inspection

    Vegetable AI visual inspection with SolVision achieved 100% accuracy in artichoke orientation in just 50 milliseconds, elevating efficiency in food production.
  • AI Quality Control for Medical Consumables

    SolVision detects and analyzes transparent syringe parts of various textures and shapes which are typically too difficult for AOI systems to inspect