MVTec Introduces New Deep Learning Feature “Continual Learning in HALCON 25.11 | RoboticsTomorrow

▤ Summary

MVTec is adding a new Continual Learning feature to HALCON 25.11. The feature helps users retrain deep learning models faster and with only a few images. It is designed for machine vision workflows in changing production environments and reduces the need for time-consuming full retraining. The release also aims to cut hardware costs by working on standard CPUs instead of requiring GPUs. This update matters for industrial inspection teams that need to adapt models quickly while preserving previously learned classes.

▦ Linked Companies

MVTec Software GmbH

$1M to $5M