Continual learning for surface defect segmentation by subnetwork creation and selection

Aleksandr Dekhovich, Miguel A. Bessa

We introduce a new continual (or lifelong) learning algorithm called LDA-CP&S that performs segmentation tasks without undergoing catastrophic forgetting. The method is applied to…