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.
Featured Projects
Food Quality Inspection Using AR + AI
META-aivi enables real-time detection of foreign objects in food production, addressing challenges associated with manual inspection such as worker fatigue and the risk of human error.
Featured Projects
Bin Picking Small Parts Using AI
Learn how AccuPick solved complex small parts bin picking for a leading aerospace manufacturer. Read our case study on automated kitting efficiency with AI.
Featured Projects
Automotive Assembly Using Vision Guided Robotics + AI
SolMotion AI optimizes automotive assembly by detecting randomly placed auto parts with precision, regardless of orientation, using vision guided robotics.
Featured Projects
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.
Featured Projects
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.
Featured Projects
Blister Pack Inspection Using AI
SolVision transforms blister pack inspection, overcoming reflective material challenges to improve accuracy and efficiency in pharmaceutical production with AI.
Featured Projects
Egg Quality Inspection Using AI
SolVision AI recognizes defects and categorizes eggs, enabling automated egg quality inspection for enhanced food safety and quality control.
Featured Projects
IC Tray Inspection Using AI
SolVision employs AI to enhance IC tray inspection, ensuring precise detection and elevating quality assurance standards in the semiconductor industry.
Featured Projects
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 Deployments
Case Studies
AccuPick
SolVision
META-aivi
SolMotion
Safety Needle Quality Inspection Using AI
Safety needle inspection using SolVision AI enhances defect detection for safety-engineered needles, improving quality control in medical device production.
Electrical Wiring Inspection Using AR + AI
META-aivi uses AR + AI for electrical wiring inspection, detecting errors in real time, standardizing workflows, and improving SOP compliance.
Drywall Panel Inspection Using AI
Drywall panel inspection using SolVision AI enables automated quality control, detecting stains, scratches, and embossing defects in gypsum board manufacturing.
Precision Machined Component Defect Detection Using AI
AI-based precision machined component defect detection using SolVision enables reliable inspection of scratches, tool marks, and surface irregularities.
CMP Quality Inspection Using AI
SolVision AI-based CMP quality inspection detects wafer scratches and contamination, overcoming limitations of rule-based AOI in semiconductor inspection.
Pharmaceutical Vial Inspection Using AI
SolVision AI automates pharmaceutical vial inspection, detecting sedimentation, discoloration, and impurities to ensure consistent quality control.
Laptop Assembly Verification Using AI
SolVision AI ensures consistent laptop assembly verification, detecting defects in real time to maintain quality and streamline production.
HVAC Welding Quality Inspection Using AI
SolVision AI performs HVAC welding inspection, detecting welding defects in real time to ensure consistent quality and reduce errors and rework.
BGA Soldering Inspection Using AI
SolVision AI detects BGA soldering defects, improving inspection consistency, accuracy, and inline quality control in PCB and semiconductor production.
Metal Parts Inventory Management Using AR + AI
META-aivi optimized metal parts inventory management with AR + AI vision for automated counting, achieving faster, more accurate stocktaking.
Rail Edge Trimming Using Vision Guided Robotics + AI
SolMotion vision guided robotics enables AI-driven automation of rail edge trimming, enhancing efficiency and supply in railway manufacturing.
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.
Automated Depalletizing Using AI
AccuPick combines AI deep learning with machine vision for automated depalletizing by picking and placing multiple boxes at a time for optimal distribution.
Glass Fiber Bobbin Deracking Using AI
Learn how AccuPick transformed glass fiber bobbin handling with AI-powered 3D vision, achieving safe, automated deracking for an Asia-based enterprise.
Automated Fragile Goods Handling Using AI
Discover how AccuPick automates fragile goods handling, boosting order fulfillment efficiency for a leading luxury brand and their global 3PL partner.
Bin Picking Small Parts Using AI
Learn how AccuPick solved complex small parts bin picking for a leading aerospace manufacturer. Read our case study on automated kitting efficiency with AI.
Automotive Assembly Using Vision Guided Robotics + AI
SolMotion AI optimizes automotive assembly by detecting randomly placed auto parts with precision, regardless of orientation, using vision guided robotics.
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.
Casino Chips Counting Verification Using AI
META-aivi verification ensures 100% accuracy in casino chips counting, enhancing cash out security and efficiency in one of Asia's largest casinos.
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.
Automated Depalletizing Using AI
AccuPick combines AI deep learning with machine vision for automated depalletizing by picking and placing multiple boxes at a time for optimal distribution.
Vegetable Classification Using AI
SolVision achieves 100% accuracy in artichoke inspection in 50 milliseconds, enhancing efficiency and classification in vegetable production with AI.
Food Quality Inspection Using AR + AI
META-aivi enables real-time detection of foreign objects in food production, addressing challenges associated with manual inspection such as worker fatigue and the risk of human error.
Inventory Management Using AR + AI
META-aivi improves logistics efficiency with smart inventory management. AR + AI enhances counting accuracy, reduces human error, and streamlines workflows.
Automated Fragile Goods Handling Using AI
Discover how AccuPick automates fragile goods handling, boosting order fulfillment efficiency for a leading luxury brand and their global 3PL partner.
Blister Pack Inspection Using AI
SolVision transforms blister pack inspection, overcoming reflective material challenges to improve accuracy and efficiency in pharmaceutical production with AI.
Coffee Capsule Inspection Using AI
SolVision boosts coffee capsule inspection and classification with AI, ensuring presence/absence detection while overcoming color and reflective challenges.
Egg Quality Inspection Using AI
SolVision AI recognizes defects and categorizes eggs, enabling automated egg quality inspection for enhanced food safety and quality control.
HVAC Welding Quality Inspection Using AI
SolVision AI performs HVAC welding inspection, detecting welding defects in real time to ensure consistent quality and reduce errors and rework.
BGA Soldering Inspection Using AI
SolVision AI detects BGA soldering defects, improving inspection consistency, accuracy, and inline quality control in PCB and semiconductor production.
Metal Parts Inventory Management Using AR + AI
META-aivi optimized metal parts inventory management with AR + AI vision for automated counting, achieving faster, more accurate stocktaking.
Body Panel Sealing Using Vision Guided Robotics + AI
SolMotion combines AI and vision-guided robotics for precise body panel sealing, enhancing quality and efficiency in automotive manufacturing.
MLCC Defect Detection Using AI
SolVision AI enhances Multilayer Ceramic Capacitor (MLCC) defect detection, reducing false rejections and improving quality control in electronics production.
Metal Gasket Defect Detection Using AI
SolVision AI enhances defect detection in metal gaskets, improving inspection efficiency and ensuring high-quality gasket performance.
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.
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.
Civil Infrastructure Monitoring and Inspection Using AR + AI
META-aivi uses AI models and OCR technology to constantly monitor gauge levels and panel indicator lights at the pumping station to ensure everything is operating correctly and within safe ranges.
ALPR and Shipping Container Number Recognition Using AI
SolVision's AI-powered OCR enables precise automatic license plate recognition (ALPR) and shipping container number recognition, enhancing cargo operations.
Surgical Mask Inspection Using AI
SolVision utilizes deep learning technology for enhanced surgical mask inspection, ensuring accurate defect detection and improved quality control.
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.
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.
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.
Automated Self-Checkout Using AI
International doughnut chain improves checkout efficiency with AI-based automated self-checkout, reducing customer wait times and enhancing store operations.
Casino Chips Counting Verification Using AI
META-aivi verification ensures 100% accuracy in casino chips counting, enhancing cash out security and efficiency in one of Asia's largest casinos.
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.
Vegetable Classification Using AI
SolVision achieves 100% accuracy in artichoke inspection in 50 milliseconds, enhancing efficiency and classification in vegetable production with AI.
Coffee Capsule Inspection Using AI
SolVision boosts coffee capsule inspection and classification with AI, ensuring presence/absence detection while overcoming color and reflective challenges.
Coin Classification Using AI
SolVision AI vision system excels at coin classification, accurately categorizing batches by denomination, regardless of oxidation or coin condition.
Laptop Assembly Verification Using AI
SolVision AI ensures consistent laptop assembly verification, detecting defects in real time to maintain quality and streamline production.
HVAC Welding Quality Inspection Using AI
SolVision AI performs HVAC welding inspection, detecting welding defects in real time to ensure consistent quality and reduce errors and rework.
BGA Soldering Inspection Using AI
SolVision AI detects BGA soldering defects, improving inspection consistency, accuracy, and inline quality control in PCB and semiconductor production.
MLCC Defect Detection Using AI
SolVision AI enhances Multilayer Ceramic Capacitor (MLCC) defect detection, reducing false rejections and improving quality control in electronics 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.
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.
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.
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.
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.
Injection Molded Rubber Inspection Using AI
SolVision enhances injection molded rubber inspection using AI for precise defect detection and improved 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.
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.
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.
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.
Automotive Assembly Using Vision Guided Robotics + AI
SolMotion AI optimizes automotive assembly by detecting randomly placed auto parts with precision, regardless of orientation, using vision guided robotics.
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.
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.
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.
Bearing Defect Detection Using AI
Discover how SolVision's AI technology enhances bearing defect detection with precise thread inspection, boosting quality control and efficiency.
Automated Mixed Depalletizing Using AI
AccuPick streamlines automated mixed depalletizing for a leading home appliances manufacturer with the speed and precision of our AI vision technology.
Automated Gear Loading Using AI
AccuPick enhances automotive component manufacturing with automated gear loading. The AI-driven vision system ensures precise picking and collision avoidance.
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.
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%.
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.
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.
Quality Inspection of Golf Clubs
With AI-based SolVision, production imperfections on club heads can be detected no matter their size, appearance, or location.
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.
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.
Bearing Defect Detection Using AI
Discover how SolVision's AI technology enhances bearing defect detection with precise thread inspection, boosting quality control and efficiency.
Automated Mixed Depalletizing Using AI
AccuPick streamlines automated mixed depalletizing for a leading home appliances manufacturer with the speed and precision of our AI vision technology.
Automated Gear Loading Using AI
AccuPick enhances automotive component manufacturing with automated gear loading. The AI-driven vision system ensures precise picking and collision avoidance.
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.
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%.
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.
Electronic Components Soldering Inspection Using AI
Explore how META-aivi optimizes electronic components inspection, using AI to increase accuracy and reduce human error in soldering inspection.
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.
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.
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.
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.
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.
Detecting Short Circuits in SMT Soldering
SMT is a critical soldering process in the electronics industry. SolVision detects defects on PCBs which are known to have numerous small, complex components.
Inspecting Safety Certification Marks
Inspecting Safety Certification Marks. Solomon SolVision's AI automated detection of defective certification marks.
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.
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.
Quality Control of Wafer Dicing
Using SolVision’s Instance Segmentation tool, irregular lines and multi-drilling defects are labeled in sample images to train the AI model.
Detecting Chipping Defects in Wafer Dicing
The location, size and shape of cracks vary each time, and traditional optical inspection cannot accurately identify such unpredictable defects.
Inspecting Packaged Semiconductor Chips
The Anomaly Detection tool uses deep learning technology to teach the AI model sample images of “perfect” wafers.