Case Studies
Machine Vision Case Studies show how AI vision detects defects and guides robots. Deployments cover quality inspection, classification, OCR, AR-assisted operations and vision-guided robotics in semiconductor, electronics, automotive, pharmaceutical, medical device and logistics production.
Product Deployments
Case Studies
AccuPick
SolVision
META-aivi
SolMotion
IV Bag Inspection Using AI
SolVision achieves a 100% detection rate of foreign particles in IV bags through an innovative AI vision system for efficient defect detection.
Verifying Plastic Parts for Recycling Using AI
Explore how META-aivi optimizes waste management with AI, reducing errors and avoiding contamination while enhancing the efficiency of plastic parts recycling.
Automotive Parts Quality Control Using AI
META-aivi optimizes automotive parts quality control with AI, reducing errors and digitizing the process for unparalleled product inspection efficiency.
Injection Molding Machine Monitoring Using IP Cams
META-aivi optimizes plastic injection molding with automated machine malfunction detection and monitoring to enhance efficiency, reduce downtime, and cut costs.
Metal Bolt Defect Detection Using AI
SolVision ensures a flawless 100% defect detection rate in just 49 milliseconds per bolt, addressing reflective surface challenges and eliminating false negatives.
Gauge Meter Reading Using AR + AI
Explore META-aivi's impact on plastics manufacturing, achieving 70% faster gauge meter readings, automated data uploads, and reduced meter reading errors.
Fire Extinguisher Inspection Using AR + AI
Discover how a company improved fire extinguisher inspections by implementing META-aivi, enabling real-time issue detection, streamlining processes, and reducing inspection time by 60%.
Vegetable Classification Using AI
SolVision achieves 100% accuracy in artichoke inspection in 50 milliseconds, enhancing efficiency and classification in vegetable production with AI.
Airport Apron Management Using AR + AI
Explore the impact of advanced AI and AR integration on platform management operations at a major international airport.
Injection Molding Machine Monitoring Using IP Cams
META-aivi optimizes plastic injection molding with automated machine malfunction detection and monitoring to enhance efficiency, reduce downtime, and cut costs.
Metal Bolt Defect Detection Using AI
SolVision ensures a flawless 100% defect detection rate in just 49 milliseconds per bolt, addressing reflective surface challenges and eliminating false negatives.
Gauge Meter Reading Using AR + AI
Explore META-aivi's impact on plastics manufacturing, achieving 70% faster gauge meter readings, automated data uploads, and reduced meter reading errors.
Bin Picking Plastic Parts Using AI
See how AccuPick streamlined production for a European manufacturer, enabling precise bin picking of plastic parts with our AI-based material handling solution.
Fire Extinguisher Inspection Using AR + AI
Discover how a company improved fire extinguisher inspections by implementing META-aivi, enabling real-time issue detection, streamlining processes, and reducing inspection time by 60%.
Electric Vehicle Assembly Verification Using AR + AI
Discover how META-aivi’s AR + AI capabilities enhanced electric vehicle assembly verification and quality control for one of the world’s leading EV manufacturers.
Intelligent Remote Facility Management
Machine vision is utilized to perform Optical Character Recognition (OCR). This information is sent to the cloud to create an inspection report, allowing plant operators to easily monitor facility inspection through mobile devices.
Loading and Unloading Tanker Trucks Safely Using AR + AI
META-aivi uses AI detection to perform a step-by-step inspection of the chemical tanker loading/unloading process to ensure the operator is following the correct procedure.
Welding Bead Defect Detection Using AR + AI
AI models can be trained and uploaded into the system for qualified welding points. This enables AI inspection of welded sections using AR glasses or a tablet device to quickly recognize defective welds.
AI Inspection Solution for Semiconductor Wafers
Using SolVision’s AI Inspection Solution, minute defects such as fine scratches can be located and marked on sample images to train the AI model.
Inspecting Safety Certification Marks
Inspecting Safety Certification Marks. Solomon SolVision's AI automated detection of defective certification marks.
Visual Inspection of Semiconductor Carrier Trays
Automated defect detection with artificial intelligence. Visual Inspection of Semiconductor Carrier Trays.
AI Inspections for Multilayer Ceramic Capacitors (MLCC)
SolVision detects defective electrodes on passive electronic components to significantly improve overall production yield.
Automating Quality Inspection of Lead Frames
As semiconductor manufacturing becomes more sophisticated, the process of creating lead frames needs to improve in accuracy and yield.
Detecting Adhesion Defects in Semiconductors
Excessive adhesive may remain on the chip or overflow on the circuit board and cause the chip to tilt, affecting stability of the whole semiconductor package.
Automating Semiconductor Wafer Inspections
Faulty wafers also usually have subtle defects randomly scattered on the surface, and this prevents AOI systems from setting rules for efficient inspections.
Visual Inspection of Automotive Weld Beads
Powered by AI, SolVision deep learning software trains an AI model by simulating potential weld bead defects in random brightness conditions.
Inspecting Semiconductor Packaging Processes
SolVision enables visual inspection through AI image analysis, strengthening the reliability of displacement and angle information to recognize defective products and errors in the die bonding process.
AI Inspection of Stamped Metal Parts
There are many types of defects that may appear differently each time on the stamped parts, in particular oil or water stains, which are not easily detected.