Measurement goal
Height/volume, 6D pose, collision-aware pick, or mere presence?
Knowledge · Architecture
Height, volume, pose or messy bins need different depth data than a pretty point-cloud demo. Start from what the robot or measurement actually needs.
Questions first
Without answers on tolerance, working distance, surface and takt you pick technology from marketing, not feasibility.
Height/volume, 6D pose, collision-aware pick, or mere presence?
Matte/reflective, open/bin, fixed presentation or chaos?
WD, FOV, ambient light, dust, cycle time and PLC/robot interface.
Selection path
Then compare stereo, structured light/profilers and RGB-D, see the sensing guide. Product rankings without your scene are not usable.
If height/orientation is not required, 2D often stays faster and cheaper.
Higher depth precision often costs FOV, speed or price, make the trade-off explicit.
Dark, shiny or transparent materials break many ‘standard’ 3D setups.
Include SDK, robot controller, calibration (hand-eye) and logging before purchase.
Share part, bin/presentation and tolerance, we say which 3D class is worth testing.