YOLOv1 to YOLOv10: The fastest and most accurate real-time object detection systems

18 August 2024

Chien-Yao Wang

Hong-Yuan Mark Liao

Papers citing "YOLOv1 to YOLOv10: The fastest and most accurate real-time object detection systems"

50 / 82 papers shown

Title
Practical Video Object Detection via Feature Selection and Aggregation Yuheng Shi Tong Zhang Xiaojie Guo ObjD 80 2 0 29 Jul 2024
Mamba YOLO: SSMs-Based YOLO For Object Detection Zeyu Wang Chen Li Huiying Xu Xinzhong Zhu Mamba 86 13 0 09 Jun 2024
Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance Segmentation Mohamed El Amine Boudjoghra Angela Dai Jean Lahoud Hisham Cholakkal Rao Muhammad Anwer Salman Khan Fahad Shahbaz Khan VLM ISeg 120 6 0 04 Jun 2024
YOLOv10: Real-Time End-to-End Object Detection Ao Wang Hui Chen Lihao Liu Kai Chen Zijia Lin Jungong Han Guiguang Ding 3DH 81 1,057 0 23 May 2024
DEYO: DETR with YOLO for End-to-End Object Detection Haodong Ouyang 52 8 0 26 Feb 2024
YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information Chien-Yao Wang I-Hau Yeh Hongpeng Liao 77 1,268 0 21 Feb 2024
YOLO-World: Real-Time Open-Vocabulary Object Detection Tianheng Cheng Lin Song Yixiao Ge Wenyu Liu Xinggang Wang Ying Shan VLM ObjD 67 277 0 30 Jan 2024
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Albert Gu Tri Dao Mamba 124 2,636 0 01 Dec 2023
DEYOv3: DETR with YOLO for Real-time Object Detection Hao Ouyang ObjD 62 4 0 21 Sep 2023
Gold-YOLO: Efficient Object Detector via Gather-and-Distribute Mechanism Chengcheng Wang Wei He Ying Nie Jianyuan Guo Chuanjian Liu Kai Han Yunhe Wang ObjD 53 222 0 20 Sep 2023
Fast Segment Anything Xu Zhao Wen-Yan Ding Yongqi An Yinglong Du Tao Yu Min Li Ming Tang Jinqiao Wang MLLM VLM 66 272 0 21 Jun 2023
DEYOv2: Rank Feature with Greedy Matching for End-to-End Object Detection Hao Ouyang 64 4 0 15 Jun 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 304 7,213 0 05 Apr 2023
YOLOv6 v3.0: A Full-Scale Reloading Chuyin Li Lu Li Yifei Geng Hongliang Jiang Meng Cheng Bo Zhang Zaidan Ke Xiaoming Xu Xiangxiang Chu ObjD 72 213 0 13 Jan 2023
DATE: Dual Assignment for End-to-End Fully Convolutional Object Detection Yiqun Chen Qiang Chen Qinghao Hu Jian Cheng 48 7 0 25 Nov 2022
DAMO-YOLO : A Report on Real-Time Object Detection Design Xianzhe Xu Yiqi Jiang Weihua Chen Yi-Li Huang Yuanhang Zhang Xiuyu Sun ObjD 42 166 0 23 Nov 2022
DEYO: DETR with YOLO for Step-by-Step Object Detection Hao Ouyang 50 7 0 12 Nov 2022
Designing Network Design Strategies Through Gradient Path Analysis Chien-Yao Wang Hongpeng Liao I-Hau Yeh 42 231 0 09 Nov 2022
YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications Chuyin Li Lu Li Hongliang Jiang Kaiheng Weng Yifei Geng ... Linyuan Zhou Xiaoming Xu Xiangxiang Chu Xiaoming Wei Xiaolin K. Wei ObjD 94 1,778 0 07 Sep 2022
YOLOPv2: Better, Faster, Stronger for Panoptic Driving Perception Cheng Han Qichao Zhao Shuyi Zhang Yinzi Chen Zhenlin Zhang Jinwei Yuan 66 71 0 24 Aug 2022
YOLOV: Making Still Image Object Detectors Great at Video Object Detection Yuheng Shi Naiyan Wang Xiaojie Guo ObjD 3DH 52 51 0 20 Aug 2022
YOLO-FaceV2: A Scale and Occlusion Aware Face Detector Ziping Yu Hongbo Huang Weijun Chen Yongxin Su Yahui Liu Xiu-Ying Wang ObjD CVBM 50 169 0 03 Aug 2022
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 127 6,466 0 06 Jul 2022
YOLO-Pose: Enhancing YOLO for Multi Person Pose Estimation Using Object Keypoint Similarity Loss Debapriya Maji S. Nagori Manu Mathew Deepak Poddar 3DH 76 222 0 14 Apr 2022
PP-YOLOE: An evolved version of YOLO Shangliang Xu Xinxin Wang Wenyu Lv Qinyao Chang Cheng Cui ... Guanzhong Wang Qingqing Dang Shengyun Wei Yuning Du Baohua Lai ObjD 87 271 0 30 Mar 2022
Real-time Object Detection for Streaming Perception Jinrong Yang Songtao Liu Zeming Li Xiaoping Li Jian Sun 57 49 0 23 Mar 2022
HybridNets: End-to-End Perception Network Dat Vu Bao Ngo H. Phan 58 80 0 17 Mar 2022
GiraffeDet: A Heavy-Neck Paradigm for Object Detection Yiqi Jiang Zhiyu Tan Junyan Wang Xiuyu Sun Ming Lin Hao Li ObjD 42 91 0 09 Feb 2022
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection Zhenhong Sun Ming Lin Xiuyu Sun Zhiyu Tan Hao Li Rong Jin 53 32 0 26 Nov 2021
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation William J. McNally Kanav Vats Alexander Wong J. McPhee 75 64 0 16 Nov 2021
PP-PicoDet: A Better Real-Time Object Detector on Mobile Devices Guanghua Yu Qinyao Chang Wenyu Lv Chang Xu Cheng Cui ... Baohua Lai Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma ObjD 64 123 0 01 Nov 2021
YOLOP: You Only Look Once for Panoptic Driving Perception Dongsheng Wu Man-Wen Liao Wei-Tian Zhang Xinggang Wang X. Bai Wenqing Cheng Wen-Yu Liu 98 307 0 25 Aug 2021
TOOD: Task-aligned One-stage Object Detection Chengjian Feng Yujie Zhong Yu Gao Matthew R. Scott Weilin Huang ObjD 52 730 0 17 Aug 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 118 4,065 0 18 Jul 2021
YOLO5Face: Why Reinventing a Face Detector Delong Qi Weijun Tan Qi Yao Jingfeng Liu CVBM 3DH ObjD 61 167 0 27 May 2021
You Only Learn One Representation: Unified Network for Multiple Tasks Chien-Yao Wang I-Hau Yeh Hongpeng Liao SSL FedML 32 482 0 10 May 2021
PP-YOLOv2: A Practical Object Detector Xin Huang Xinxin Wang Wenyu Lv Xiaying Bai Xiang Long ... Qiwen Liu Xiaoguang Hu Dianhai Yu Yanjun Ma Osamu Yoshie ObjD 77 115 0 21 Apr 2021
OTA: Optimal Transport Assignment for Object Detection Zheng Ge Songtao Liu Zeming Li Osamu Yoshie Jian Sun OT 66 422 0 26 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 808 29,167 0 26 Feb 2021
INSTA-YOLO: Real-Time Instance Segmentation Eslam Mohamed Abdelrahman M. Shaker Ahmad El-Sallab M. Hadhoud SSeg ISeg 320 19 0 12 Feb 2021
RepVGG: Making VGG-style ConvNets Great Again Xiaohan Ding Xinming Zhang Ningning Ma Jungong Han Guiguang Ding Jian Sun 245 1,583 0 11 Jan 2021
YolactEdge: Real-time Instance Segmentation on the Edge Haotian Liu Rafael Rivera Soto Fanyi Xiao Yong Jae Lee ISeg SSeg 47 60 0 22 Dec 2020
Scaled-YOLOv4: Scaling Cross Stage Partial Network Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 44 1,145 0 16 Nov 2020
Rethinking the competition between detection and ReID in Multi-Object Tracking Chao Liang Zhipeng Zhang Xue Zhou Bing Li Xiyong Ye Jianxiao Zou VOT 51 282 0 23 Oct 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 526 40,739 0 22 Oct 2020
PP-YOLO: An Effective and Efficient Implementation of Object Detector Xiang Long Kaipeng Deng Guanzhong Wang Yan Zhang Qingqing Dang ... Hui Shen Jianguo Ren Shumin Han Errui Ding Shilei Wen ObjD 117 280 0 23 Jul 2020
Expandable YOLO: 3D Object Detection from RGB-D Images Masahiro Takahashi Alessandro Moro Yonghoon Ji K. Umeda 3DH ObjD 28 27 0 26 Jun 2020
FCOS: A simple and strong anchor-free object detector Zhi Tian Chunhua Shen Hao Chen Tong He ObjD 87 616 0 14 Jun 2020
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection Xiang Li Wenhai Wang Lijun Wu Shuo Chen Xiaolin Hu Jun Li Jinhui Tang Jian Yang ObjD 67 1,191 0 08 Jun 2020
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3 P. Hurtík Vojtech Molek Jan Hula M. Vajgl Pavel Vlasánek T. Nejezchleba SSeg ObjD 95 146 0 27 May 2020