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VarifocalNet: An IoU-aware Dense Object Detector

VarifocalNet: An IoU-aware Dense Object Detector

Accurately ranking the vast number of candidate detections is crucial for dense object detectors to achieve high performance. Prior work uses the classification score or a combination of classification and predicted localization scores to rank candidates. However, neither option results in a reliable ranking, thus degrading detection performance. In this …