Two-Step Active Learning for Instance Segmentation with Uncertainty and Diversity Sampling

Ke Yu, Stephen Albro, Giulia DeSalvo +5

Training high-quality instance segmentation models requires an abundance of labeled images with instance masks and classifications, which is often expensive to procure. Active lear…