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What is: RepPoints?

SourceRepPoints: Point Set Representation for Object Detection
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

RepPoints is a representation for object detection that consists of a set of points which indicate the spatial extent of an object and semantically significant local areas. This representation is learned via weak localization supervision from rectangular ground-truth boxes and implicit recognition feedback. Based on the richer RepPoints representation, the authors develop an anchor-free object detector that yields improved performance compared to using bounding boxes.