New SOTA on Instance Segmentation: Mask Scoring R-CNN Tops Mask R-CNN on COCO
Mask R-CNN (Regional Convolutional Neural Network) has been the state-of-the-art model for object instance segmentation since it was proposed by Facebook Research Scientist Kaiming He in 2017 and won Best Paper at ICCV the same year.