BriefGPT.xyz
Nov, 2019
学习调制损失用于旋转物体检测
Learning Modulated Loss for Rotated Object Detection
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Wen Qian, Xue Yang, Silong Peng, Yue Guo, Chijun Yan
TL;DR
本文针对传统旋转检测方法中角度周期性和参数测量单位不一致等问题提出了调制型旋转损失函数,结合八参数回归解决参数回归一致性问题,实验表明该方法在各类检测数据集上均取得了具有竞争力的表现,代码已公开发布。
Abstract
Popular
rotated detection methods
usually use five parameters (coordinates of the central point, width, height, and rotation angle) to describe the rotated bounding box and l1-loss as the
loss function
. In this p
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