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…
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...
解决问题 DETR精度高,但速度慢。 改进: 解耦尺度内交互和跨尺度特征融合 S3,S4,S5三个特征层作为encoder的输入 高效编码器的主要操作: AIFI:仅对S5的特征进行Attention操作 CCFM:对S3,S4,S5的特征进行融合 IoU-aware查询选择 Iou-aware查询
DETRs Beat YOLOs on Real-time Object Detection论文下载 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 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...
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 paperDETRs Beat YOLOs on Real-Time Object Detection, a Baidu Inc., successfu...
Table B: Comparison with S and M models of YOLO detectors. TheFPSof YOLO detectors are reported on T4 GPU with TensorRT FP16 using official pre-trained models according to the proposed end-to-end speed benchmark. † denotes the number ofparametersduring the training, not inference. ...
This is the official implementation of the paper "DETRs Beat YOLOs on Real-time Object Detection". 🚀 Updates [2024.02.27] Our work has been accepted to CVPR 2024! [2024.01.23] Fix difference on data augmentation with paper in rtdetr_pytorch#84. ...
@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 i...