DETRs Beat YOLOs on Real-time Object Detection

17 April 2023

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

40 / 40 papers shown

Title
MonoCoP: Chain-of-Prediction for Monocular 3D Object Detection Zhihao Zhang Abhinav Kumar Girish Chandar Ganesan Xiaoming Liu 62 0 0 07 May 2025
DG-DETR: Toward Domain Generalized Detection Transformer Seongmin Hwang Daeyoung Han Moongu Jeon ViT 62 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 31 0 0 17 Apr 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 51 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 138 50 0 21 Feb 2025
Dense Object Detection Based on De-homogenized Queries Yueming Huang Chenrui Ma Hao Zhou Hao Wu Guowu Yuan 118 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 72 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 70 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 44 0 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 37 1 0 31 Dec 2024
DEIM: DETR with Improved Matching for Fast Convergence Shihua Huang Zhichao Lu Xiaodong Cun Yongjun Yu Xiao Zhou Xi Shen VLM 93 2 0 05 Dec 2024
DiffPatch: Generating Customizable Adversarial Patches using Diffusion Models Zhixiang Wang Guangnan Ye X. Wang Siheng Chen Z. Wang Xingjun Ma Yu-Gang Jiang AAML DiffM 86 0 0 02 Dec 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 19 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 52 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 39 0 0 20 Oct 2024
Token Pruning using a Lightweight Background Aware Vision Transformer Sudhakar Sah Ravish Kumar Honnesh Rohmetra Ehsan Saboori ViT 16 0 0 12 Oct 2024
Cross Resolution Encoding-Decoding For Detection Transformers Ashish Kumar Jaesik Park ViT 21 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 40 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 39 2 0 10 Jun 2024
FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles Cyprien Quéméneur S. Cherkaoui 27 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 65 6 0 04 Jun 2024
YotoR-You Only Transform One Representation José Ignacio Díaz Villa P. Loncomilla Javier Ruiz-del-Solar ViT 22 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 30 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 25 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 31 2 0 25 Apr 2024
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal Segmentation Abhishek Aich Yumin Suh S. Schulter Manmohan Chandraker 51 0 0 23 Apr 2024
Real-Time Detection and Analysis of Vehicles and Pedestrians using Deep Learning Md Nahid Sadik Tahmim Hossain Faisal Sayeed 16 4 0 11 Apr 2024
Tiny Models are the Computational Saver for Large Models Qingyuan Wang B. Cardiff Antoine Frappé Benoît Larras Deepu John 22 2 0 26 Mar 2024
Multiple Object Tracking as ID Prediction Ruopeng Gao Yijun Zhang Limin Wang 43 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 13 1 0 29 Nov 2023
DEYOv2: Rank Feature with Greedy Matching for End-to-End Object Detection Hao Ouyang 23 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 25 90 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 29 61 0 13 Mar 2023
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 138 703 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 96 1,289 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 27 111 0 21 Apr 2021
RepVGG: Making VGG-style ConvNets Great Again Xiaohan Ding X. Zhang Ningning Ma Jungong Han Guiguang Ding Jian-jun Sun 117 1,484 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 46 268 0 23 Jul 2020
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 210 1,391 0 04 Dec 2018
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014