DETRs Beat YOLOs on Real-time Object Detection

17 April 2023

Papers citing "DETRs Beat YOLOs on Real-time Object Detection"

50 / 52 papers shown

Title
Thermal Detection of People with Mobility Restrictions for Barrier Reduction at Traffic Lights Controlled Intersections Xiao Ni Carsten Kuehnel Xiaoyi Jiang 29 0 0 13 May 2025
HMPNet: A Feature Aggregation Architecture for Maritime Object Detection from a Shipborne Perspective Yu Zhang Fengyuan Liu Juan Lyu Yi Wei Changdong Yu 24 0 0 13 May 2025
Language-Driven Dual Style Mixing for Single-Domain Generalized Object Detection Hongda Qin Xiao Lu Zhiyong Wei Yihong Cao Kailun Yang Ningjiang Chen ObjD MLLM VLM 31 0 0 12 May 2025
VALISENS: A Validated Innovative Multi-Sensor System for Cooperative Automated Driving Lei Wan Prabesh Gupta Andreas Eich Marcel Kettelgerdes Hannan Ejaz Keen Michael Klöppel-Gersdorf Alexey Vinel 33 0 0 11 May 2025
Exploring Multimodal Foundation AI and Expert-in-the-Loop for Sustainable Management of Wild Salmon Fisheries in Indigenous Rivers Chi Xu Yili Jin Sami Ma Rongsheng Qian Hao Fang ... Xue Liu Edith C.H. Ngai William I. Atlas Katrina M. Connors Mark A. Spoljaric 31 0 0 10 May 2025
Underwater object detection in sonar imagery with detection transformer and Zero-shot neural architecture search XiaoTong Gu Shengyu Tang Yiming Cao Changdong Yu ViT 31 0 0 10 May 2025
MonoCoP: Chain-of-Prediction for Monocular 3D Object Detection Zhihao Zhang Abhinav Kumar Girish Chandar Ganesan Xiaoming Liu 157 0 0 07 May 2025
DG-DETR: Toward Domain Generalized Detection Transformer Seongmin Hwang Daeyoung Han Moongu Jeon ViT 65 0 0 28 Apr 2025
RF-DETR Object Detection vs YOLOv12 : A Study of Transformer-based and CNN-based Architectures for Single-Class and Multi-Class Greenfruit Detection in Complex Orchard Environments Under Label Ambiguity Ranjan Sapkota Rahul Harsha Cheppally Ajay Sharda Manoj Karkee 36 0 0 17 Apr 2025
A lightweight model FDM-YOLO for small target improvement based on YOLOv8 Xuerui Zhang ObjD 53 0 0 06 Mar 2025
MQADet: A Plug-and-Play Paradigm for Enhancing Open-Vocabulary Object Detection via Multimodal Question Answering Caixiong Li Xiongwei Zhao Jinhang Zhang Xing Zhang Qihao Sun Zhou Wu ObjD MLLM VLM 56 0 0 23 Feb 2025
YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection Yuming Chen Xinbin Yuan Ruiqi Wu Jiabao Wang Qibin Hou Mingg-Ming Cheng Ming-Ming Cheng ObjD 153 51 0 21 Feb 2025
RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer Shilong Yang Qi Zang Chulong Zhang Lingfeng Huang Yaoqin Xie Mamba 74 1 0 16 Feb 2025
Dense Object Detection Based on De-homogenized Queries Yueming Huang Chenrui Ma Hao Zhou Hao Wu Guowu Yuan 127 0 0 11 Feb 2025
Assessing the Capability of YOLO- and Transformer-based Object Detectors for Real-time Weed Detection Alicia Allmendinger Ahmet Oğuz Saltık Gerassimos G. Peteinatos Anthony Stein Roland Gerhards 79 1 0 29 Jan 2025
CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors Mingyuan Li Tong Jia Hui Lu Bowen Ma Hao Wang Dongyue Chen 77 0 0 28 Jan 2025
EDNet: Edge-Optimized Small Target Detection in UAV Imagery -- Faster Context Attention, Better Feature Fusion, and Hardware Acceleration Zhifan Song Yuan Zhang Abd Al Rahman M. Abu Ebayyeh 49 1 0 10 Jan 2025
ERUP-YOLO: Enhancing Object Detection Robustness for Adverse Weather Condition by Unified Image-Adaptive Processing Yuka Ogino Yuho Shoji Takahiro Toizumi Atsushi Ito 49 1 0 31 Dec 2024
AI-Powered Urban Transportation Digital Twin: Methods and Applications Xuan Di Yongjie Fu Mehmet K.Turkcan Mahshid Ghasemi Zhaobin Mo Chengbo Zang Abhishek Adhikari Z. Kostić Gil Zussman AI4CE 39 0 0 30 Dec 2024
DEIM: DETR with Improved Matching for Fast Convergence Shihua Huang Zhichao Lu Xiaodong Cun Yongjun Yu Xiao Zhou Xi Shen VLM 183 2 0 05 Dec 2024
DiffPatch: Generating Customizable Adversarial Patches using Diffusion Models Zhixiang Wang Guangnan Ye Xinyu Wang Siheng Chen Zhilin Wang Xingjun Ma Yu-Gang Jiang AAML DiffM 93 0 0 02 Dec 2024
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal Xiujin Zhu Chee-Onn Chow Joon Huang Chuah Mamba 45 0 0 05 Nov 2024
V-CAS: A Realtime Vehicle Anti Collision System Using Vision Transformer on Multi-Camera Streams Muhammad Waqas Ashraf Ali Hassan Imad Ali Shah ViT 32 0 0 04 Nov 2024
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 57 1 0 29 Oct 2024
YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-Dictionary Hao-Tang Tsui Chien-Yao Wang H. Liao ObjD VLM 51 0 0 20 Oct 2024
Token Pruning using a Lightweight Background Aware Vision Transformer Sudhakar Sah Ravish Kumar Honnesh Rohmetra Ehsan Saboori ViT 26 1 0 12 Oct 2024
Cross Resolution Encoding-Decoding For Detection Transformers Ashish Kumar Jaesik Park ViT 35 0 0 05 Oct 2024
Proto-OOD: Enhancing OOD Object Detection with Prototype Feature Similarity Junkun Chen Jilin Mei Liang Chen Fangzhou Zhao Yu Hu Yu Hu ObjD 42 0 0 09 Sep 2024
HO-Cap: A Capture System and Dataset for 3D Reconstruction and Pose Tracking of Hand-Object Interaction Jikai Wang Qifan Zhang Yu-Wei Chao Bowen Wen Xiaohu Guo Yu Xiang 3DH 53 2 0 10 Jun 2024
FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles Cyprien Quéméneur S. Cherkaoui 43 3 0 05 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 F. Khan VLM ISeg 83 6 0 04 Jun 2024
YotoR-You Only Transform One Representation José Ignacio Díaz Villa P. Loncomilla Javier Ruiz-del-Solar ViT 44 0 0 30 May 2024
Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation Andres Hernandez Zhongqi Miao Luisa Vargas Rahul Dodhia Pablo Arbelaez J. L. Ferres VLM 43 7 0 21 May 2024
Replication Study and Benchmarking of Real-Time Object Detection Models Pierre-Luc Asselin Vincent Coulombe William Guimont-Martin William Larrivée-Hardy 52 0 0 11 May 2024
Constellation Dataset: Benchmarking High-Altitude Object Detection for an Urban Intersection Mehmet Kerem Turkcan Sanjeev Narasimhan Chengbo Zang Gyung Hyun Je Bo Yu Mahshid Ghasemi Javad Ghaderi Gil Zussman Z. Kostić 41 2 0 25 Apr 2024
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal Segmentation Abhishek Aich Yumin Suh S. Schulter Manmohan Chandraker 56 0 0 23 Apr 2024
Real-Time Detection and Analysis of Vehicles and Pedestrians using Deep Learning Md Nahid Sadik Tahmim Hossain Faisal Sayeed 29 4 0 11 Apr 2024
Illicit object detection in X-ray images using Vision Transformers Jorgen Cani Ioannis Mademlis Adamantia Anna Rebolledo Chrysochoou Georgios Th. Papadopoulos ViT 38 2 0 27 Mar 2024
Tiny Models are the Computational Saver for Large Models Qingyuan Wang B. Cardiff Antoine Frappé Benoît Larras Deepu John 44 2 0 26 Mar 2024
Multiple Object Tracking as ID Prediction Ruopeng Gao Yijun Zhang Limin Wang 55 12 0 25 Mar 2024
PViT-6D: Overclocking Vision Transformers for 6D Pose Estimation with Confidence-Level Prediction and Pose Tokens Sebastian Stapf Tobias Bauernfeind Marco Riboldi ViT 25 1 0 29 Nov 2023
DEYOv2: Rank Feature with Greedy Matching for End-to-End Object Detection Hao Ouyang 34 4 0 15 Jun 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Xiaoyu Huang Zhuoxiao Li Xiangyu Sha ... Eng Gee Lim H. Seo Ka Lok Man Xiaohui Zhu Yutao Yue 41 91 0 20 Apr 2023
Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR Feng Li Ailing Zeng Siyi Liu Hao Zhang Hongyang Li Lei Zhang L. Ni ViT 36 67 0 13 Mar 2023
TAD: A Large-Scale Benchmark for Traffic Accidents Detection from Video Surveillance Yajun Xu Chuwen Huang Yibing Nan Kai Wang 35 8 0 26 Sep 2022
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Shilong Liu Feng Li Hao Zhang X. Yang Xianbiao Qi Hang Su Jun Zhu Lei Zhang ViT 161 728 0 28 Jan 2022
ByteTrack: Multi-Object Tracking by Associating Every Detection Box Yifu Zhang Pei Sun Yi-Xin Jiang Dongdong Yu Fucheng Weng Zehuan Yuan Ping Luo Wenyu Liu Xinggang Wang VOT 107 1,330 0 13 Oct 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 27 113 0 21 Apr 2021
RepVGG: Making VGG-style ConvNets Great Again Xiaohan Ding Xinming Zhang Ningning Ma Jungong Han Guiguang Ding Jian Sun 136 1,548 0 11 Jan 2021
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 51 275 0 23 Jul 2020