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What is: Contour Proposal Network?

SourceContour Proposal Networks for Biomedical Instance Segmentation
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

The Contour Proposal Network (CPN) detects possibly overlapping objects in an image while simultaneously fitting pixel-precise closed object contours. The CPN can incorporate state of the art object detection architectures as backbone networks into a fast single-stage instance segmentation model that can be trained end-to-end.