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"

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Title
Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix Unai Gurbindo Axel Brando Jaume Abella Caroline König 23 0 0 13 May 2025
Efficient Vision-based Vehicle Speed Estimation Andrej Macko Lukás Gajdosech Viktor Kocur 68 0 0 02 May 2025
Follow Everything: A Leader-Following and Obstacle Avoidance Framework with Goal-Aware Adaptation Qianyi Zhang Shijian Ma Boyi Liu J. H. 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 44 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 57 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 45 0 0 25 Mar 2025
Efficient License Plate Recognition in Videos Using Visual Rhythm and Accumulative Line Analysis Victor Nascimento Ribeiro Nina S. T. Hirata 41 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 31 0 0 03 Jan 2025
TACO: Adversarial Camouflage Optimization on Trucks to Fool Object Detectors Adonisz Dimitriu Tamás Michaletzky Viktor Remeli AAML 54 0 0 28 Oct 2024
Object Depth and Size Estimation using Stereo-vision and Integration with SLAM Layth Hamad Muhammad Asif Khan Amr Mohamed 15 4 0 11 Sep 2024
FedPylot: Navigating Federated Learning for Real-Time Object Detection in Internet of Vehicles Cyprien Quéméneur S. Cherkaoui 27 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 38 43 0 23 Feb 2024
Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles Siyuan Liang Hao Wu 48 149 0 30 May 2022
SIoU Loss: More Powerful Learning for Bounding Box Regression Zhora Gevorgyan 66 523 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 27 111 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
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 223 962 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 46 268 0 23 Jul 2020
SOLOv2: Dynamic and Fast Instance Segmentation Xinlong Wang Rufeng Zhang Tao Kong Lei Li Chunhua Shen SSeg ISeg 56 98 0 23 Mar 2020
Revisiting the Sibling Head in Object Detector Guanglu Song Yu Liu Xiaogang Wang ObjD 170 343 0 17 Mar 2020
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 244 35,884 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 279 39,083 0 01 Sep 2014