LumiScan AI Object Matching

Neural network and its model file model.onnx

Bring a trained model. Trained on your parts with LumiScan Training.

Mixed parts, each outlined with an oriented box, two with class name and score

Detect objects in the image. Each one with class, position, orientation and score.

Example result
Instances	4
Center	642, 388 px
Angle	−20.5°
Score	0.96

Hand the result to your PLC. Sorted by score, ready for the PLC or robot.

LumiScan AI Object Matching uses neural networks to detect trained objects in camera images and reports each one with its class, position, orientation and score. It handles mixed, varied or hard-to-describe parts where rule-based matching struggles. You train the model on your own parts with LumiScan Training; the app runs it on ctrlX OS, optionally on a Hailo TPU, or on a Windows or Ubuntu PC with an NVIDIA GPU.

For licensing, see Licence. Questions? See the FAQ. A problem or an error message? See Troubleshooting.