YOLOv4: Optimal Speed and Accuracy of Object Detection

23 April 2020

Papers citing "YOLOv4: Optimal Speed and Accuracy of Object Detection"

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Title
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision Xinyu Jia Chuang Zhu Minzhen Li Wenqi Tang Shengjie Liu Wenli Zhou 13 338 0 24 Aug 2021
Deep neural networks approach to microbial colony detection -- a comparative analysis Sylwia Majchrowska J. Pawlowski Natalia Czerep Aleksander Górecki Jakub Kuciñski Tomasz Golan 20 5 0 23 Aug 2021
Towards Real-world X-ray Security Inspection: A High-Quality Benchmark and Lateral Inhibition Module for Prohibited Items Detection Renshuai Tao Yanlu Wei Xiangjian Jiang Hainan Li Haotong Qin Jiakai Wang Yuqing Ma Libo Zhang Xianglong Liu 37 72 0 23 Aug 2021
DeFRCN: Decoupled Faster R-CNN for Few-Shot Object Detection Limeng Qiao Yuxuan Zhao Zhiyuan Li Xi Qiu Jianan Wu Chi Zhang ObjD 30 197 0 20 Aug 2021
FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling Network Qiang Hou Weiqing Min Jing Wang Sujuan Hou Yuanjie Zheng Shuqiang Jiang 28 23 0 10 Aug 2021
Monte Carlo DropBlock for Modelling Uncertainty in Object Detection K. Deepshikha Sai Harsha Yelleni P. K. Srijith C.Krishna Mohan BDL UQCV 29 87 0 08 Aug 2021
Semantic Segmentation and Object Detection Towards Instance Segmentation: Breast Tumor Identification Mohamed Mejri Aymen Mejri Oumayma Mejri C. Fekih 30 0 0 06 Aug 2021
PoseFusion2: Simultaneous Background Reconstruction and Human Shape Recovery in Real-time Huayan Zhang Tianwei Zhang Tin Lun Lam S. Vijayakumar 3DH 18 3 0 02 Aug 2021
Developing a Compressed Object Detection Model based on YOLOv4 for Deployment on Embedded GPU Platform of Autonomous System Issac Sim Junho Lim Young-Wan Jang Jihwan You Seontaek Oh Young-Keun Kim 21 7 0 01 Aug 2021
Unsupervised Cross-Modal Distillation for Thermal Infrared Tracking Jingxian Sun Lichao Zhang Yufei Zha Abel Gonzalez-Garcia Peng Zhang Wei Huang Yanning Zhang ViT 14 27 0 31 Jul 2021
Real-time Streaming Perception System for Autonomous Driving Yongxiang Gu Qianlei Wang Xiaolin Qin 11 6 0 30 Jul 2021
The CORSMAL benchmark for the prediction of the properties of containers Alessio Xompero Santiago Donaher Vladimir E. Iashin Francesca Palermo Gokhan Solak ... G. Neeharika Chinnakotla Krishna Teja Reddy Dinesh Jain B. Rehman Andrea Cavallaro 30 10 0 27 Jul 2021
Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge Songyang Zhang Lin Song Songtao Liu Zheng Ge Zeming Li Xuming He Jian Sun 36 10 0 27 Jul 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 31 3,986 0 18 Jul 2021
RCLC: ROI-based joint conventional and learning video compression Hoang Man Trinh Jinjia Zhou 19 3 0 14 Jul 2021
Real-Time Pothole Detection Using Deep Learning Anas Al Shaghouri R. Alkhatib Samir Berjaoui 25 50 0 13 Jul 2021
Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training Fangyuan Zhang Tianxiang Pan Bin Wang 31 54 0 11 Jul 2021
Self-Adversarial Training incorporating Forgery Attention for Image Forgery Localization Longhao Zhuo Shunquan Tan Bin Li Jiwu Huang AAML 6 71 0 06 Jul 2021
Isotonic Data Augmentation for Knowledge Distillation Wanyun Cui Sen Yan 26 6 0 03 Jul 2021
Parasitic Egg Detection and Classification in Low-cost Microscopic Images using Transfer Learning Thanaphon Suwannaphong Sawaphob Chavana Sahapol Tongsom D. Palasuwan T. Chalidabhongse Nantheera Anantrasirichai 11 26 0 02 Jul 2021
An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors Vishnu Banna Akhil Chinnakotla Zhengxin Yan Anirudh Vegesana Naveen Vivek Kruthi Krishnappa Wenxin Jiang Yung-Hsiang Lu George K. Thiruvathukal James C. Davis VLM 28 14 0 02 Jul 2021
On the detection-to-track association for online multi-object tracking Xufeng Lin Chang-Tsun Li Victor Sanchez Carsten Maple VOT 32 39 0 01 Jul 2021
Simple Training Strategies and Model Scaling for Object Detection Xianzhi Du Barret Zoph Wei-Chih Hung Nayeon Lee ObjD 33 40 0 30 Jun 2021
Identifying High Accuracy Regions in Traffic Camera Images to Enhance the Estimation of Road Traffic Metrics: A Quadtree-Based Method Yue Lin N. Xiao 13 4 0 26 Jun 2021
Domain Adaptive YOLO for One-Stage Cross-Domain Detection Shizhao Zhang H. Tuo Jian Hu Z. Jing ObjD 27 57 0 26 Jun 2021
Inverting and Understanding Object Detectors Ang Cao Justin Johnson ObjD 18 3 0 26 Jun 2021
A CNN Segmentation-Based Approach to Object Detection and Tracking in Ultrasound Scans with Application to the Vagus Nerve Detection Abdullah F. Al-Battal Yan Gong Lu Xu T. Morton Chen Du Yifeng Bu I. Lerman R. Madhavan Truong Thao Nguyen 14 9 0 25 Jun 2021
Real-time Instance Segmentation with Discriminative Orientation Maps Wentao Du Z. Xiang Shuya Chen Chengyu Qiao Yiman Chen Tingming Bai ISeg 22 19 0 23 Jun 2021
Self-Supervised Tracking via Target-Aware Data Synthesis Xin Li Wenjie Pei Zikun Zhou Zhenyu He Huchuan Lu Ming-Hsuan Yang 22 19 0 21 Jun 2021
A Framework for Real-time Traffic Trajectory Tracking, Speed Estimation, and Driver Behavior Calibration at Urban Intersections Using Virtual Traffic Lanes Awad Abdelhalim M. Abbas B. Kotha A. Wicks 14 4 0 18 Jun 2021
DFM: A Performance Baseline for Deep Feature Matching Ufuk Efe K. G. Ince Aydin Alatan 19 60 0 14 Jun 2021
Gaussian Bounding Boxes and Probabilistic Intersection-over-Union for Object Detection Jeffri Murrugarra-Llerena Luis Felipe de Araujo Zeni Lucas N. Kirsten C. R. Jung 31 33 0 10 Jun 2021
CAT: Cross Attention in Vision Transformer Hezheng Lin Xingyi Cheng Xiangyu Wu Fan Yang Dong Shen Zhongyuan Wang Qing Song Wei Yuan ViT 29 149 0 10 Jun 2021
We Can Always Catch You: Detecting Adversarial Patched Objects WITH or WITHOUT Signature Binxiu Liang Jiachun Li Jianjun Huang AAML 25 12 0 09 Jun 2021
Simultaneous Multi-View Object Recognition and Grasping in Open-Ended Domains H. Kasaei Sha Luo Remo Sasso M. Kasaei 19 12 0 03 Jun 2021
Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation Taosha Fan Kalyan Vasudev Alwala Donglai Xiang Weipeng Xu Todd D. Murphey Mustafa Mukadam 3DH 22 22 0 28 May 2021
YOLO5Face: Why Reinventing a Face Detector Delong Qi Weijun Tan Qi Yao Jingfeng Liu CVBM 3DH ObjD 21 164 0 27 May 2021
Curiosity-driven Intuitive Physics Learning T. Gaikwad Romi Banerjee AI4CE 14 0 0 16 May 2021
Waste detection in Pomerania: non-profit project for detecting waste in environment Sylwia Majchrowska Agnieszka Mikołajczyk M. Ferlin Zuzanna Klawikowska Marta A. Plantykow Arkadiusz Kwasigroch K. Majek 24 125 0 12 May 2021
Active Terahertz Imaging Dataset for Concealed Object Detection Dong Liang Fei Xue Ling Li 21 16 0 08 May 2021
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches Pingli Ma Chen Li M. Rahaman Yudong Yao Jiawei Zhang Shuojia Zou Xin Zhao M. Grzegorzek 32 62 0 07 May 2021
MODS -- A USV-oriented object detection and obstacle segmentation benchmark Borja Bovcon Jon Muhovič Dusko Vranac Dean Mozetic J. Pers Matej Kristan VOS 24 66 0 05 May 2021
Hallucination Improves Few-Shot Object Detection Weilin Zhang Yu-xiong Wang ObjD 55 110 0 04 May 2021
RADDet: Range-Azimuth-Doppler based Radar Object Detection for Dynamic Road Users Ao Zhang F. Nowruzi R. Laganière 31 88 0 02 May 2021
Unsupervised data augmentation for object detection Yichen Zhang Zeyang Song Wenbo Li 16 2 0 30 Apr 2021
Deep Learning Based Steel Pipe Weld Defect Detection Dingming Yang Yanrong Cui Zeyu Yu Hongqiang Yuan MedIm AI4CE 36 84 0 30 Apr 2021
Thermal Infrared Image Colorization for Nighttime Driving Scenes with Top-Down Guided Attention Fuya Luo Yunhan Li Guang Zeng Peng Peng Gang Wang Yongjie Li 35 62 0 29 Apr 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 67 729 0 24 Apr 2021
Computer Vision-based Social Distancing Surveillance Solution with Optional Automated Camera Calibration for Large Scale Deployment Sreetama Das Anirban Nag Dhruba Adhikary Ramswaroop Jeevan Ram BR Aravind S. Ojha Guruprasad M. Hegde 29 6 0 22 Apr 2021
Exploring 2D Data Augmentation for 3D Monocular Object Detection K. Santhakumar B. R. Kiran T. Gauthier Nit Tiruchirappalli Sastra University S. Yogamani 3DPC 26 7 0 21 Apr 2021