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.
4K-class imaging
Tiny defect visibility
Sharper OCR inputs
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.
Interactive tools that help teams validate measurement and high-resolution production workflows quickly.
An interactive way to validate size-estimation and dimensional inspection workflows.
A useful starting point for long-range code detection and high-detail inspection capture.
Quickly validate dimension checks by interactively measuring distances inside a scene.
Ready-made building blocks for OCR, multi-view inspection, and factory-floor automation workflows.
A practical baseline for size estimation and dimensional validation in controlled industrial scenes.
A strong starting point for production-line scanning and package traceability.
A strong base for reading serial numbers, labels, and production markings.
A useful 3D-aware foundation for inspection, robot guidance, and factory-floor object localization.
Useful for multi-angle inspection cells that need synchronized captures across cameras.
A useful baseline for ergonomics, workflow analysis, and movement tracking on the factory floor.
Pose-aware tracking can help quantify worker movement and process ergonomics.
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.
