Real-world use cases from businesses leveraging Luxonis for smarter vision systems.
Case Study
Dataguess Inspector is a no-code visual inspection platform that handles every stage of the CV pipeline: data capture, labeling, training, and deployment. By pairing their no-code software with an OAK 4 S device, Dataguess delivers a fully packaged solution that turns raw image data into real-time defect detection.
These are the field-proven scenarios where OAK consistently fits best.
Catch scratches, soldering faults, assembly errors, and subtle defects in real time before bad parts move downstream.
Recommended device
OAK-D S2 PoE
OAK 4 S
OAK ToF
OAK 4 D
Find out what advantages our products offer specifically for your industry.
Up to 4K RGB imaging preserves the detail needed for subtle defect detection, tiny text, and fine-grained visual inspection.
Global-shutter and high-speed capture help keep parts sharp on conveyors and inspection cells where blur can ruin a signal.
Industrial connectivity and edge processing simplify connections to PLC-driven workflows, triggers, and tightly timed automation steps.
Use our open source DepthAI Library to quickly deploy standard machine vision use cases, and then add additional functionality and customization as your environment demands it.
Ditch costly and closed traditional machine vision systems for affordable, performant, and flexible OAK ecosystem.
Combine ToF and high resolution stereo sensors to accurately calculate dimensions, volume, and defects of any item.
Frame-aligned capture helps inspection teams build repeatable multi-angle cells for defect detection, OCR, and robotic guidance.
Up to 4K RGB imaging preserves the detail needed for subtle defect detection, tiny text, and fine-grained visual inspection.
Start with apps, reference implementations, and ready-to-evaluate models that help you prove an OAK-powered workflow before building everything from zero.
Real references for inspection and automation teams validating defect detection and production-line vision.
A practical example of high-detail defect inspection using OAK4-S and a microscope workflow.
See how ultra-fast OAK4 inference can support high-speed production lines and other machine vision workflows where motion blur is a challenge.
A hardware spotlight for simplifying OAK4 integration and controls in industrial environments.
Interactive tools that help teams validate measurement and high-resolution production workflows quickly.
Ready-made building blocks for OCR, multi-view inspection, and factory-floor automation workflows.
Production-ready models for inspection, segmentation, QR/barcode reading, and dimensional analysis on the factory floor.
A strong feature-matching model for precise alignment, localization, and multi-view industrial inspection.
Useful when parts need to be segmented cleanly before defect checks, counting, or robot guidance.
A practical QR-code model for industrial traceability, label reading, and serialized workflows.
A solid baseline for barcode inspection and traceability on fast-moving production lines.
Helpful for separating bins, cartons, and boxed components in controlled industrial scenes.
A 3D object-understanding option for robot guidance, packing checks, and dimensional workflows.
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