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What is: IoU-Net?

SourceAcquisition of Localization Confidence for Accurate Object Detection
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

IoU-Net is an object detection architecture that introduces localization confidence. IoU-Net learns to predict the IoU between each detected bounding box and the matched ground-truth. The network acquires this confidence of localization, which improves the NMS procedure by preserving accurately localized bounding boxes. Furthermore, an optimization-based bounding box refinement method is proposed, where the predicted IoU is formulated as the objective.