PAQi | LM3 Technologies | AI Vision Systems

PAQi: Picture Acquisition and Quality Inspection

Discover our innovative solutions for enhanced manufacturing quality control. From in-line inspection to end of line, PAQi deploys AI vision models for complex and simple use cases alike.

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PAQi Features

Machine Vision Inspection

PAQi Software Suite

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The PAQi operational program is a comprehensive software solution that provides real-time visibility into inspection results and other important production metrics.

Features

Display results from inspection
Display production metrics such as cycles ran, current program, failures, and more

The PAQi Results Viewer is the central interface for reviewing AI-based inspection results from any PAQi inspection system. Each unit relays defect classifications, part status (OK/NOK), defect coordinates, and supporting images directly to the Viewer in real time.

Features

View real-time inspection results (OK/NOK, defect classifications, coordinates)
Image overlay tools for reviewing individual part inspections
Zoom and pan functions to inspect AI-flagged regions
Filter by defect type, classification result, time, or unit
Live monitoring of multiple PAQi systems from one workstation

The Evaluation tool empowers users to categorize images based on false positives, false failures, and other criteria, enabling continuous training of the AI models.

Features

Extract false failure, false pass, and failure images for continuous training purposes.
Understand F1 scores across detectors to assess performance and overall accuracy.
Segment images by date and time for continuous training purposes.

Label.Img is a versatile labeling program designed to facilitate the annotation of images for object identification purposes.

Features

Label images for objects of interest
Copy labels from one image to another or a larger dataset
Zoom in and zoom out
Augment images to bolster dataset quantities
Set criteria for labels such as defect, expected, etc...
Evaluate detectors against expected labels on image datasets
Zip images and labels for manual upload to QC Hero

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The PAQi Image Viewer is a powerful tool that enables users to effortlessly view and analyze inspection images and results across multiple units, providing comprehensive visibility for complex applications.

Features

Segment images by PAQi, detector, dataset, time and more
Organize large image datasets and labels
Apply labels to images by groups such as detectors or part numbers
Analyze detector training performance.
Download detectors
Set APIs for tool usage and detector download

PAQi: Picture Acquisition and Quality Inspection

PAQi Features

PAQi Software Suite

​Features

Features