Uncertainty Driven Active Learning for Image Segmentation in Underwater Inspection

Luiza Ribeiro Marnet, Yury Brodskiy, Stella Grasshof +1

Active learning aims to select the minimum amount of data to train a model that performs similarly to a model trained with the entire dataset. We study the potential of active lear…