Search Results for author: Wenyu Lv

Found 4 papers, 4 papers with code

DETRs Beat YOLOs on Real-time Object Detection

4 code implementations • 17 Apr 2023 • Yian Zhao, Wenyu Lv, Shangliang Xu, Jinman Wei, Guanzhong Wang, Qingqing Dang, Yi Liu, Jie Chen

Our RT-DETR-R50 / R101 achieves 53. 1% / 54. 3% AP on COCO and 108 / 74 FPS on T4 GPU, outperforming previously advanced YOLOs in both speed and accuracy.

Ranked #5 on Real-Time Object Detection on MS COCO

Object object-detection +1

22,624

Paper
Code

PP-YOLOE: An evolved version of YOLO

8 code implementations • 30 Mar 2022 • Shangliang Xu, Xinxin Wang, Wenyu Lv, Qinyao Chang, Cheng Cui, Kaipeng Deng, Guanzhong Wang, Qingqing Dang, Shengyu Wei, Yuning Du, Baohua Lai

In this report, we present PP-YOLOE, an industrial state-of-the-art object detector with high performance and friendly deployment.

Ranked #1 on Object Detection on BDD100K val

Dense Object Detection Multi-Object Tracking +3

12,048

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Code

PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices

4 code implementations • 1 Nov 2021 • Guanghua Yu, Qinyao Chang, Wenyu Lv, Chang Xu, Cheng Cui, Wei Ji, Qingqing Dang, Kaipeng Deng, Guanzhong Wang, Yuning Du, Baohua Lai, Qiwen Liu, Xiaoguang Hu, dianhai yu, Yanjun Ma

We investigate the applicability of the anchor-free strategy on lightweight object detection models.

Ranked #1 on Object Detection on MSCOCO

Object object-detection +1

12,048

Paper
Code

PP-YOLOv2: A Practical Object Detector

1 code implementation • 21 Apr 2021 • Xin Huang, Xinxin Wang, Wenyu Lv, Xiaying Bai, Xiang Long, Kaipeng Deng, Qingqing Dang, Shumin Han, Qiwen Liu, Xiaoguang Hu, dianhai yu, Yanjun Ma, Osamu Yoshie

To meet these two concerns, we comprehensively evaluate a collection of existing refinements to improve the performance of PP-YOLO while almost keep the infer time unchanged.

Object Real-Time Object Detection

12,048

Paper
Code

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