Case Studies
Real-world use cases from businesses leveraging Luxonis for smarter vision systems.

Real-world use cases from businesses leveraging Luxonis for smarter vision systems.
These are the field-proven scenarios where OAK consistently fits best

Detect pallets, racks, lanes, and nearby workers in real time so autonomous forklifts can move safely through busy warehouse environments.
Recommended device
OAK 4 D
OAK-D S2 PoE
Find out what advantages our products offer specifically for your industry
ToF and active stereo help preserve reliable depth on reflective packaging, low-texture cartons, and dim warehouse scenes where passive depth often struggles.
Reflective packaging support
Better low-light perception
Works on sparse texture
Start with apps, reference implementations, and ready-to-evaluate models that help you prove an OAK-powered workflow before building everything from zero.
References that show how OAK fits measurement, warehouse automation, and robot-assisted logistics workflows.
Quick validation tools for dimensioning, code reading, and proof-of-concept warehouse workflows.
Interactive 3D dimension and volume measurement for parcels, bins, and controlled pick zones.
A strong starting point for long-range label and code detection on moving packages.
A quick way to validate dimensional checks and spatial measurements in warehouse workflows.
Engineering building blocks that map directly to sortation, mobile robotics, and warehouse perception.
A ready-made starting point for package scanning and routing workflows.
A practical baseline for parcel sizing and dimensional warehouse validation.
Use 3D detections as a base for shelf interaction, obstacle awareness, and parcel handling.

A useful starting point for autonomous warehouse vehicles and robot safety loops.
Ready-to-evaluate models for barcode reading, package segmentation, QR workflows, and warehouse-safety deployments.

A practical barcode-reading model for conveyor, parcel-routing, and warehouse scanning workflows.

Useful for isolating parcels cleanly before dimensioning, tracking, or robotic handling.

A strong QR-code baseline for routing labels, tote identification, and warehouse automation.

A useful safety model for worker-awareness workflows in shared warehouse environments.