DETRs Beat YOLOs on Real-time Object Detection DETR 在实时目标检测方面超越 YOLO 论文链接：https://volctracer.com/w/hVXY8LNc 论文作者 Yian Zhao, Wenyu Lv, Shangliang Xu, Jinman Wei, Guanzhong Wang, Qingqing Dang, Yi Liu, Jie Chen 内容简介 该论文提出了一种名为Real-Time DEtection ...
论文题目: DETRs Beat YOLOs on Real-time Object Detection作者:Wenyu Lv, Yian Zhao等 作者机构:Baidu Inc. 论文链接: https://arxiv.org/pdf/2304.08069.pdf代码链接: https://github.com/lyuwenyu/RT-DET…
高效混合编码器由两个部分组成: 1. 基于注意的尺度内特征交互(AIFI,Attention-based Intra-scale Feature Interaction,基于注意力的尺度内特征交互):只在S5内进行尺度内交互,可以进一步降低计算成本,将自注意力机制应用于捕捉到实体间联系的高级特征,有助于后续模块对实体的定位和识别。对缺乏语义的低级特征和高级特征...
CVPR'24 | 百度开源DETRs在实时目标检测中胜过YOLOs 论文题目:DETRs Beat YOLOs on Real-time Object Detection 作者:Wenyu Lv, Yian Zhao等 作者机构:Baidu Inc. 论文链接:https://arxiv.org/pdf/2304.08069.pdf 代码链接:https://github.com/lyuwenyu/RT-DETR 这篇论文介绍了一种名为RT-DETR的实时检测Tr...
该论文提出了一种名为Real-Time DEtection TRansformer(RT-DETR)的新型实时目标检测框架,据称是首个能够在速度和准确性上同时超越现有先进YOLO检测器的端到端对象检测器。RT-DETR通过设计高效的混合编码器和不确定性最小的查询选择机制,显著提高了检测速度和准确性,并支持通过调整解码器层数来灵活调整检测速度,以适应...
DETRs Beat YOLOs on Real-time Object Detection The YOLO series has become the most popular framework for real-time object detection due to its reasonable trade-off between speed and accuracy. However, we observe that the speed and accuracy of YOLOs are negatively affected by the NMS. ...
In this article we introduce Real-Time DEtection TRansformer (RT-DETR), the first real-time end-to-end object detector addressing the issue of the high computational cost existing with the DETRs. The recent research paper DETRs Beat YOLOs on Real-Time Object Detection, a Baidu Inc., success...
@misc{lv2023detrs,title={DETRs Beat YOLOs on Real-time Object Detection},author={Wenyu Lv and Shangliang Xu and Yian Zhao and Guanzhong Wang and Jinman Wei and Cheng Cui and Yuning Du and Qingqing Dang and Yi Liu},year={2023},eprint={2304.08069},archivePrefix={arXiv},primaryClass=...
In the new paperDETRs Beat YOLOs on Real-Time Object Detection, a Baidu Inc. research team presents Real-Time Detection Transformer (RT-DETR), a real-time end-to-end object detector that leverages a hybrid encoder and novel IoU-aware query selection to address...
论文题目:DETRs Beat YOLOs on Real-time Object Detection 作者:Wenyu Lv, Yian Zhao等 作者机构:Baidu Inc. 论文链接:https://arxiv.org/pdf/2304.08069.pdf 代码链接:https://github.com/lyuwenyu/RT-DETR 这篇论文介绍了一种名为RT-DETR的实时检测Transformer,是第一个实时端到端目标检测器。该方法通过...