Faster Training of Mask R-CNN by Focusing on Instance Boundaries

Roland S. Zimmermann, Julien N. Siems

We present an auxiliary task to Mask R-CNN, an instance segmentation network, which leads to faster training of the mask head. Our addition to Mask R-CNN is a new prediction head,…