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
MLCC Defect Detection Using AI
SolVision AI enhances Multilayer Ceramic Capacitor (MLCC) defect detection, reducing false rejections and improving quality control in electronics production.
Cookies Quality Inspection Using AI
SolVision enhances cookies quality with AI-powered quality inspection, ensuring consistent appearance and high detection accuracy in snack food production.
Woven Fabric Defect Detection Using AI
SolVision deployed for woven fabric defect detection achieves precise defect identification in textiles using Solomon's rapid AI vision technology.
Surgical Mask Inspection Using AI
SolVision utilizes deep learning technology for enhanced surgical mask inspection, ensuring accurate defect detection and improved quality control.
DOT Tire Identification Number Inspection Using AI
SolVision's AI and OCR technology enhances Tire Identification Number inspection, improving accuracy, efficiency, and quality control in tire production.
Cable Insulation Defect Detection Using AI
SolVision AI enhances cable defect detection, improving cable insulation quality control, inspection accuracy, and production efficiency for wires and cables.
Wrench Defect Detection Using AI
SolVision AI improves wrench defect detection, quality control, and production efficiency, surpassing the limitations of traditional AOI systems.
Package Contents Verification Using AI
META-aivi uses AI for real-time package contents verification, enhancing accuracy, reducing errors, and ensuring superior packing quality control.
Air Compressor Inspection Using AR + AI
META-aivi AR + AI enhances air compressor inspection and maintenance with real-time SOP validation, ensuring compliance and digital record-keeping.
Bicycle Frame Tubes Counting Using AR + AI
META-aivi's AR + AI solution enhances tube counting accuracy and efficiency for bicycle frame production, reducing errors and boosting productivity.
Glass Bottle Inspection Using AI
SolVision automates glass bottle inspection using advanced image processing, efficiently detecting production flaws on fragrance bottles with AI technology.
IV Bag Classification Using AI
SolVision enables IV bag classification, streamlining sorting processes and ensuring greater accuracy. Explore our advanced AI-based inspection solution.
Processed Food Inspection Using AI
SolVision revolutionizes processed food inspection, enhancing production efficiency, hygiene and quality assurance in food production with AI vision precision.
Product Packaging Inspection Using AI
AI-based defect detection enhances product packaging inspection, identifying printing defects and ensuring consistent quality control in packaging and labeling.
Quality Inspection of Golf Clubs
With AI-based SolVision, production imperfections on club heads can be detected no matter their size, appearance, or location.
AI Visual Identification and Classification of Cells
Deploy SolVision’s advanced AI model to identify and classify cells where traditional AOI systems are insufficient in detecting and determining cell variations.
Cable Insulation Defect Detection Using AI
SolVision AI enhances cable defect detection, improving cable insulation quality control, inspection accuracy, and production efficiency for wires and cables.
Wrench Defect Detection Using AI
SolVision AI improves wrench defect detection, quality control, and production efficiency, surpassing the limitations of traditional AOI systems.
Package Contents Verification Using AI
META-aivi uses AI for real-time package contents verification, enhancing accuracy, reducing errors, and ensuring superior packing quality control.
Air Compressor Inspection Using AR + AI
META-aivi AR + AI enhances air compressor inspection and maintenance with real-time SOP validation, ensuring compliance and digital record-keeping.
Bicycle Frame Tubes Counting Using AR + AI
META-aivi's AR + AI solution enhances tube counting accuracy and efficiency for bicycle frame production, reducing errors and boosting productivity.
Bin Picking Tire Rubber Compounds Using AI
AccuPick AI optimizes rubber compound bin picking in tire production with seamless integration and bin collision avoidance for enhanced material handling.
Bearing Defect Detection Using AI
Discover how SolVision's AI technology enhances bearing defect detection with precise thread inspection, boosting quality control and efficiency.
Carbon Fiber Fabric Defect Detection Using AI
SolVision’s AI-powered vision system enhances defect detection in carbon fiber fabric inspection, adapting to lighting conditions for improved quality control.
Plastic Production SOP Validation Using AR + AI
META-aivi AR + AI real-time SOP validation improves plastic production for a performance materials company, boosting efficiency and reducing downtime.
Bobbin Yarn Defect Detection Using AI
SolVision, Solomon’s AI vision system, enhances bobbin yarn defect detection with superior inspection accuracy, improving yarn quality and reducing downtime.
Egg Quality Inspection Using AI
SolVision AI recognizes defects and categorizes eggs, enabling automated egg quality inspection for enhanced food safety and quality control.
PCB Assembly Inspection Using AI
SolVision optimizes PCB assembly inspection with AI, enhancing accuracy, reducing errors, and boosting efficiency with our rapid learning AI vision system.
Yarn Inspection Using AI
SolVision's AI technology optimizes yarn inspection by accurately detecting various yarn defects quickly and efficiently, ensuring enhanced quality control.
IV Bag Classification Using AI
SolVision enables IV bag classification, streamlining sorting processes and ensuring greater accuracy. Explore our advanced AI-based inspection solution.
Socks Defect Detection Using AI
Solomon's SolVision AI quickly identifies socks defects with real-time defect detection, improving quality control and efficiency for textile manufacturers.
Metal Casing Quality Inspection Using AI
SolVision AI vision system enhances quality control and metal casing inspection with greater accuracy and speed, preventing defective products.
Laser Welding Defect Detection Using AI
SolVision overcomes challenges in laser welding inspection with AI, enabling precise defect detection for improved laser welding quality control.
Plastic Buckle Clip Inspection Using AI
SolVision utilizes AI for precise inspection and defect detection in plastic buckle clips, enhancing quality control and production efficiency.
AI Inspection for Semiconductor Components
Overcoming traditional AOI limitations, Solomon’s SolVision quickly performs OCR without being affected by background or lighting conditions, complexity, or appearance of the serial number.
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.
Bobbin Yarn Defect Detection Using AI
SolVision, Solomon’s AI vision system, enhances bobbin yarn defect detection with superior inspection accuracy, improving yarn quality and reducing downtime.
Car Paint Defect Detection Using AI
SolVision uses AI for precise car paint defect detection, enhancing quality and efficiency in automotive manufacturing for a leading car manufacturer.
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.
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.
Blister Pack Inspection Using AI
SolVision transforms blister pack inspection, overcoming reflective material challenges to improve accuracy and efficiency in pharmaceutical production with AI.
Egg Quality Inspection Using AI
SolVision AI recognizes defects and categorizes eggs, enabling automated egg quality inspection for enhanced food safety and quality control.
Glass Bottle Inspection Using AI
SolVision automates glass bottle inspection using advanced image processing, efficiently detecting production flaws on fragrance bottles with AI technology.
Packaging Seal Inspection Using AI
Based on deep learning technology, SolVision can determine whether a seal is intact by comparing a perfect packaging with potential variations.
HDD Mounting Bracket Defect Detection Using AI
SolVision enhances HDD mounting bracket defect detection through advanced AI, ensuring higher standards in electronics manufacturing.
PCB Assembly Inspection Using AI
SolVision optimizes PCB assembly inspection with AI, enhancing accuracy, reducing errors, and boosting efficiency with our rapid learning AI vision system.
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.
Laser Marking Using Vision Guided Robotics + AI
SolMotion offers precise and continuous laser marking with AI-based 3D scanning technology, enabling real-time part positioning for robots to identify and mark objects accurately.
Metal Grinding Using Vision Guided Robotics + AI
Automating precise grinding with SolMotion's 3D matching tech. Enhance quality, reduce waste, and boost productivity in metal component manufacturing.
Packaging Seal Inspection Using AI
Based on deep learning technology, SolVision can determine whether a seal is intact by comparing a perfect packaging with potential variations.
Product Label Inspection Using AI
Using OCR with AI deep learning, SolVision reads and detects various text and number defects on printed labels, enhancing electronics product label inspection.
Inspecting Safety Certification Marks
Inspecting Safety Certification Marks. Solomon SolVision's AI automated detection of defective certification marks.
AI Inspection of Power Supply Unit Cables
AI model can accurately identify errors in cable connections and eliminate substandard products in real time.
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.
Visual Inspection of Stainless Steel Tubes
SolVision’s superior recognition capabilities ensures that OCR of bicycles can be accurately carried out regardless of how the identification numbers look or light refraction levels.
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.
Laser Marking Using Vision Guided Robotics + AI
SolMotion offers precise and continuous laser marking with AI-based 3D scanning technology, enabling real-time part positioning for robots to identify and mark objects accurately.
Metal Grinding Using Vision Guided Robotics + AI
Automating precise grinding with SolMotion's 3D matching tech. Enhance quality, reduce waste, and boost productivity in metal component manufacturing.
Packaging Seal Inspection Using AI
Based on deep learning technology, SolVision can determine whether a seal is intact by comparing a perfect packaging with potential variations.
Product Label Inspection Using AI
Using OCR with AI deep learning, SolVision reads and detects various text and number defects on printed labels, enhancing electronics product label inspection.
Inspecting Safety Certification Marks
Inspecting Safety Certification Marks. Solomon SolVision's AI automated detection of defective certification marks.
AI Inspection of Power Supply Unit Cables
AI model can accurately identify errors in cable connections and eliminate substandard products in real time.
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.
Visual Inspection of Stainless Steel Tubes
SolVision’s superior recognition capabilities ensures that OCR of bicycles can be accurately carried out regardless of how the identification numbers look or light refraction levels.
AI Inspections for Multilayer Ceramic Capacitors (MLCC)
SolVision detects defective electrodes on passive electronic components to significantly improve overall production yield.
AI Inspection for Semiconductor Components
Overcoming traditional AOI limitations, Solomon’s SolVision quickly performs OCR without being affected by background or lighting conditions, complexity, or appearance of the serial number.
AI Inspection of Power Supply Unit Cables
AI model can accurately identify errors in cable connections and eliminate substandard products in real time.
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.
Automated Visual Inspection for LEDs
Streamlined LED visual inspection with AI SolVision features an Instance Segmentation tool designed to identify various mini LED defects through image processing.
AI Inspection for Aluminum LEDs
SolVision locates and recognizes the smallest defects and production anomalies in aluminum PCBAs through image processing.