A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS

2 April 2023

Papers citing "A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS"

26 / 26 papers shown

Title
Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Unai Gurbindo Axel Brando Jaume Abella Caroline König 36 0 0 13 May 2025
Efficient Vision-based Vehicle Speed Estimation Andrej Macko Lukás Gajdosech Viktor Kocur 160 0 0 02 May 2025
Follow Everything: A Leader-Following and Obstacle Avoidance Framework with Goal-Aware Adaptation Qianyi Zhang Shijian Ma Boyi Liu Jing Liu Jianhao Jiao 37 0 0 28 Apr 2025
Improving Small Drone Detection Through Multi-Scale Processing and Data Augmentation Rayson Laroca Marcelo dos Santos David Menotti ObjD 46 1 0 27 Apr 2025
PerfCam: Digital Twinning for Production Lines Using 3D Gaussian Splatting and Vision Models Michel Gokan Khan Renan Guarese Fabian Johnson Xi Vincent Wang Anders Bergman Benjamin Edvinsson Mario Romero Jérémy Vachier Jan Kronqvist 3DGS 68 0 0 25 Apr 2025
The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs Jonathan Sauder Viktor Domazetoski G. Banc-Prandi Gabriela Perna Anders Meibom D. Tuia 53 0 0 25 Mar 2025
Fast and Robust Localization for Humanoid Soccer Robot via Iterative Landmark Matching Ruochen Hou Mingzhang Zhu Hyunwoo Nam Gabriel I. Fernandez Dennis W. Hong 52 1 0 14 Mar 2025
Efficient License Plate Recognition in Videos Using Visual Rhythm and Accumulative Line Analysis Victor Nascimento Ribeiro Nina S. T. Hirata 48 0 0 10 Jan 2025
Dedicated Inference Engine and Binary-Weight Neural Networks for Lightweight Instance Segmentation Tse-Wei Chen Wei Tao Dongyue Zhao Kazuhiro Mima Tadayuki Ito Kinya Osa Masami Kato MQ 36 0 0 03 Jan 2025
Identifying Cocoa Pollinators: A Deep Learning Dataset Wenxiu Xu Saba Ghorbani Bazegar Dong Sheng Manuel Toledo-Hernandez ZhenZhong Lan Thomas Cherico Wanger 23 0 0 31 Dec 2024
TACO: Adversarial Camouflage Optimization on Trucks to Fool Object Detectors Adonisz Dimitriu Tamás Michaletzky Viktor Remeli AAML 153 0 0 28 Oct 2024
Object Depth and Size Estimation using Stereo-vision and Integration with SLAM Layth Hamad Muhammad Asif Khan Amr Mohamed 26 4 0 11 Sep 2024
FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles Cyprien Quéméneur S. Cherkaoui 43 3 0 05 Jun 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 47 44 0 23 Feb 2024
Sherlock in OSS: A Novel Approach of Content-Based Searching in Object Storage System Jannatun Noor Rizwanul Haque Ratul Mir Rownak Ali Uday J. Mondal Md. Sadiqul Islam Sakif Al Islam 25 5 0 24 Jan 2023
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles Siyuan Liang Hao Wu 48 159 0 30 May 2022
SIoU Loss: More Powerful Learning for Bounding Box Regression Zhora Gevorgyan 73 564 0 25 May 2022
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
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Huayu Chen A. Srinivas Rui Qian Nayeon Lee E. D. Cubuk Quoc V. Le Barret Zoph ISeg 252 969 0 13 Dec 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 51 275 0 23 Jul 2020
SOLOv2: Dynamic and Fast Instance Segmentation Xinlong Wang Rufeng Zhang Tao Kong Lei Li Chunhua Shen SSeg ISeg 66 98 0 23 Mar 2020
Revisiting the Sibling Head in Object Detector Guanglu Song Yu Liu Xiaogang Wang ObjD 181 348 0 17 Mar 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,220 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 264 36,371 0 25 Aug 2016
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 296 39,198 0 01 Sep 2014