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Research paper

Mask R-CNN

At a glance

Mask R-CNN identifies objects and traces each one's outline in an image.

In one paragraph

Mask R-CNN identifies objects and outlines the pixels belonging to each one, distinguishing separate objects even when they share a category. It extends Faster R-CNN with an additional outline-prediction step and also demonstrates how the approach can locate human body keypoints.

Authors 4

  1. Kaiming He
  2. Georgia Gkioxari
  3. Piotr Dollár
  4. Ross Girshick