A Decade of You Only Look Once (YOLO) for Object Detection

24 April 2025

Papers citing "A Decade of You Only Look Once (YOLO) for Object Detection"

50 / 66 papers shown

Title
PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices Ming Kang F. F. Ting Raphaël C.-W. Phan C. Ting ViT MedIm 145 1 0 29 Oct 2024
YOLOv10: Real-Time End-to-End Object Detection Ao Wang Hui Chen Lihao Liu Kai Chen Zijia Lin Jungong Han Guiguang Ding 3DH 106 1,137 0 23 May 2024
Automatic Coral Detection with YOLO: A Deep Learning Approach for Efficient and Accurate Coral Reef Monitoring Younes Ouassine Jihad Zahir Noël Conruyt Mohsen Kayal Philippe A. Martin Eric Chenin Lionel Bigot R´egine Vignes-Lebbe 30 3 0 03 Apr 2024
YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information Chien-Yao Wang I-Hau Yeh Hongpeng Liao 87 1,332 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 96 290 0 30 Jan 2024
Real-time object detection and robotic manipulation for agriculture using a YOLO-based learning approach Hongyu Zhao Zezhi Tang Zhenhong Li Yi Dong Yuancheng Si Mingyang Lu G. Panoutsos 42 11 0 28 Jan 2024
YOLO-OB: An improved anchor-free real-time multiscale colon polyp detector in colonoscopy Xiao Yang Enmin Song Guangzhi Ma Yunfeng Zhu Dongming Yu Bowen Ding Xianyuan Wang 23 6 0 14 Dec 2023
RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor Detection Ming Kang C. Ting F. F. Ting Raphaël C.-W. Phan 52 41 0 31 Jul 2023
SHINE: Deep Learning-Based Accessible Parking Management System Dhiraj Neupane A. Bhattarai Sunil Aryal Mohamed Reda Bouadjenek Uk-Min Seok Jong-Hoon Seok 29 23 0 02 Feb 2023
Designing Network Design Strategies Through Gradient Path Analysis Chien-Yao Wang Hongpeng Liao I-Hau Yeh 62 237 0 09 Nov 2022
A Real-Time Wrong-Way Vehicle Detection Based on YOLO and Centroid Tracking Zillur Rahman Amit Mazumder Ami M. A. Ullah 27 43 0 19 Oct 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 125 1,806 0 07 Sep 2022
Towards Large-Scale Small Object Detection: Survey and Benchmarks Gong Cheng Xiang Yuan Xiwen Yao Ke Yan Qinghua Zeng Xingxing Xie Junwei Han ObjD 79 330 0 28 Jul 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 168 6,560 0 06 Jul 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 97 274 0 30 Mar 2022
Vehicle and License Plate Recognition with Novel Dataset for Toll Collection Muhammad Usama Hafeez Anwar A. Anwar Saeed Anwar 75 12 0 11 Feb 2022
LF-YOLO: A Lighter and Faster YOLO for Weld Defect Detection of X-ray Image Moyun Liu Youping Chen Lei He Yang Zhang Jingming Xie 72 78 0 28 Oct 2021
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 82 249 0 01 Oct 2021
Contextual Transformer Networks for Visual Recognition Yehao Li Ting Yao Yingwei Pan Tao Mei ViT 93 485 0 26 Jul 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 158 4,103 0 18 Jul 2021
DETReg: Unsupervised Pretraining with Region Priors for Object Detection Amir Bar Xin Wang Vadim Kantorov Colorado Reed Roei Herzig Gal Chechik Anna Rohrbach Trevor Darrell Amir Globerson ViT 64 118 0 08 Jun 2021
You Only Learn One Representation: Unified Network for Multiple Tasks Chien-Yao Wang I-Hau Yeh Hongpeng Liao SSL FedML 49 484 0 10 May 2021
A Survey of Modern Deep Learning based Object Detection Models Syed Sahil Abbas Zaidi M. S. Ansari Asra Aslam N. Kanwal M. Asghar Brian Lee VLM ObjD 136 753 0 24 Apr 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 103 117 0 21 Apr 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges Jian Ding Nan Xue Guisong Xia X. Bai Wen Yang ... Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo Lefei Zhang 229 404 0 24 Feb 2021
Application of Yolo on Mask Detection Task Ren Liu Ziang Ren 60 35 0 10 Feb 2021
A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving Di Feng Ali Harakeh Steven Waslander Klaus C. J. Dietmayer AAML UQCV EDL 107 226 0 20 Nov 2020
Scaled-YOLOv4: Scaling Cross Stage Partial Network Chien-Yao Wang Alexey Bochkovskiy H. Liao ObjD 63 1,149 0 16 Nov 2020
Handgun detection using combined human pose and weapon appearance Jesús Ruiz-Santaquiteria Alberto Velasco-Mata Noelia Vállez Gloria Bueno Juan Antonio Álvarez-García O. Déniz-Suárez 56 47 0 26 Oct 2020
VarifocalNet: An IoU-aware Dense Object Detector Haoyang Zhang Ying Wang Feras Dayoub Niko Sünderhauf ObjD 97 687 0 31 Aug 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 146 281 0 23 Jul 2020
Multi-scale Interactive Network for Salient Object Detection Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu ObjD 70 597 0 17 Jul 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 82 1,203 0 08 Jun 2020
YOLOv4: Optimal Speed and Accuracy of Object Detection Alexey Bochkovskiy Chien-Yao Wang H. Liao VLM ObjD 164 12,301 0 23 Apr 2020
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects Zewen Li Wenjie Yang Shouheng Peng Fan Liu HAI 3DV 121 2,737 0 01 Apr 2020
Detection and Tracking Meet Drones Challenge Pengfei Zhu Longyin Wen Dawei Du Xiao Bian Heng Fan Q. Hu Haibin Ling AI4TS 62 587 0 16 Jan 2020
Scalability in Perception for Autonomous Driving: Waymo Open Dataset Pei Sun Henrik Kretzschmar Xerxes Dotiwalla Aurelien Chouard Vijaysai Patnaik ... Shuyang Cheng Yu Zhang Jonathon Shlens Zhifeng Chen Dragomir Anguelov 147 2,902 0 10 Dec 2019
CSPNet: A New Backbone that can Enhance Learning Capability of CNN Chien-Yao Wang H. Liao I-Hau Yeh Yueh-hua Wu Ping-Yang Chen J. Hsieh 90 3,101 0 27 Nov 2019
EfficientDet: Scalable and Efficient Object Detection Mingxing Tan Ruoming Pang Quoc V. Le 115 5,061 0 20 Nov 2019
Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression Zhaohui Zheng Ping Wang Wei Liu Jinze Li Rongguang Ye Dongwei Ren NoLa 114 3,707 0 19 Nov 2019
Dont Even Look Once: Synthesizing Features for Zero-Shot Detection Pengkai Zhu Hanxiao Wang Venkatesh Saligrama ObjD 79 89 0 18 Nov 2019
Imbalance Problems in Object Detection: A Review Kemal Oksuz Baris Can Cam Sinan Kalkan Emre Akbas ObjD 114 465 0 31 Aug 2019
Mish: A Self Regularized Non-Monotonic Activation Function Diganta Misra 80 680 0 23 Aug 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 164 18,193 0 28 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 126 2,381 0 13 May 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 624 4,802 0 13 May 2019
An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection Youngwan Lee Joong-won Hwang Sangrok Lee Yuseok Bae Jongyoul Park PINN ObjD 63 370 0 22 Apr 2019
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 127 4,017 0 15 Jul 2018
BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning Feng Yu Haofeng Chen Xin Wang Wenqi Xian Yingying Chen Fangchen Liu Vashisht Madhavan Trevor Darrell VLM 346 2,155 0 12 May 2018
CrowdHuman: A Benchmark for Detecting Human in a Crowd Shuai Shao Zijian Zhao Boxun Li Tete Xiao Gang Yu Xiangyu Zhang Jian Sun 284 687 0 30 Apr 2018