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Sep, 2019
面向实时物体检测的训练时友好的网络
Training-Time-Friendly Network for Real-Time Object Detection
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Zili Liu, Tu Zheng, Guodong Xu, Zheng Yang, Haifeng Liu...
TL;DR
本论文提出了一种名为TTFNet的训练时间友好型网络,可在保持具有状态-of-the-art性能的情况下,将训练时间缩短七倍以上,并且可以快速进行目标检测,方法是使用高斯核对训练样本进行编码,以实现在训练时间,推理速度和准确性之间的平衡。
Abstract
Modern
object detectors
can rarely achieve short training time, fast inference speed, and high accuracy at the same time. To strike a balance between them, we propose the
training-time-friendly network
(TTFNet).
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