Visual Quality Control
and Defect Detection System

AI.see – elunic’s Visual Quality Control and Defect Detection System uses next-generation Automated Optical Inspection (AOI) and self-learning models based on machine learning (ML) and deep learning (AI) algorithms capable of exploiting data potentials, even if complexity increases.

AOI enables fast and accurate automated inspection of electronic assemblies to ensure high product quality output of PCB manufacturing. Surface inspection, positioning and orientation sensing of electrical components and classification are just a few examples illustrating the applications of the system. In contrast to traditional computer vision systems, AI.see deploys cutting-edge technologies to detect and locate objects and defects more efficiently and to enhance throughput and ease-of-use.

Benefits

Real-Time Monitoring

Smart detection of error patterns prevents quality defects.

Better Quality

Minimizes malfunctions in finished goods.

Less scrap

Due to enhanced fault localization and traceability.

Less Downtime

Reduces time and data required for training.

Higher Robustness

Adaptive capabilities reduce pseudo errors and increase process window.

Higher Throughput

Due to high first-pass-yield and system availability.

Dedicated Hardware

Allowing in-process AI computation.

Tackles Operator Fatigue

Lower false-fail rates boost trust in test results.

Ease-of-Use

Fast implementation, changeover and training.

Computer Vision vs. Deep Learning

Computer vision, used in conventional AOI test systems, only deals with identifying images using hard-coded rules to recognize lines and shapes. In contrast, AI.see deploys deep learning models which learn the interrelations between different data sets in real-time using deep learning with cutting-edge artificial neural networks. These enhanced adaptive capabilities not only deliver better quality to your customers but improve the performance of your production facility. For PCB manufacturers, AI.see is a smart solution on your path to Industry 4.0.

elunic - Range of A.I. Services

Collect

Collect and prepare training data

Optimize

Choose and optimize preset models

Train

Train and tune machine learning models

Deploy

Deploy models in production

Scale

Scale and manage the production environment

Other Materials.

elunic leaflet:
Machine Learning

 

Download

elunic leaflet:
Predictive Maintenance

 

Download

elunic leaflet:
Industrial Internet of Things

 

Download

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Germany

elunic AG

Erika-Mann-Str. 23

80636 München

Deutschland

089 / 4161737 - 30

info@elunic.com

U.S.

elunic

2447 Pacific Coast Highway

Hermosa Beach, CA 90254

United States

1-677-124-44227

info@elunic.com