LOROD: Fully Convolutional Network for Realtime Multi-scale Object Detection Algorithm

Shaoqi Hou,Chao Li,Xueting Liu,Yuhao Zeng,Wenyi Du,Guangqiang Yin

2021 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI)（2021）

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摘要

Although great progress has been made in object detection, especially face detection, in recent years, one of the remaining difficult problems is maintaining excellent performance while detecting in real-time. To address this problem, we propose an effective single-stage object detector named Look Once Rapid Object Detector (LOROD), which uses fully convolutional layers. In particular, our framewo...

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关键词

Real-time,Fully Convolutional Network,ResBlocks,Mult-scale,Dense Connection

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