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
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.
Energy Storage System Setup Verification Using AR + AI
META-aivi transforms energy storage system setup and inspection, optimizing accuracy and efficiency with real-time SOP validation using AR + AI technology.
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.
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.
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.
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.
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.
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.
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.
Coin Classification Using AI
SolVision AI vision system excels at coin classification, accurately categorizing batches by denomination, regardless of oxidation or coin condition.
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.
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.
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.
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 Inspection for Aluminum LEDs
SolVision locates and recognizes the smallest defects and production anomalies in aluminum PCBAs through image processing.
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.