ExtremeNet

Object detection via extreme point prediction

Overview

ExtremeNet

Key Ideas

  • Predicting corners where objects don’t lie is hard for CNNs
  • Represents objects by their extreme points (top, bottom, left, right)
  • No need to predict embeddings for box computation
  • Extreme points are commonly used for annotation