Meituan Technology Team

May 21, 2020 · Artificial Intelligence

CenterMask: Single-Shot Instance Segmentation with Point Representation

CenterMask is a single‑shot, anchor‑free instance segmentation framework that predicts a coarse shape from each object’s center point and a full‑image saliency map, multiplies them to produce precise masks, and achieves competitive COCO AP while running faster than two‑stage methods like Mask R-CNN.