Cover Image

YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Hussain, Muhammad
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Comparative Analysis of YOLOv5, YOLOv8, and YOLOv10 in Kitchen Safety
by: Geetha, Athulya Sundaresan, et al.
Published: (2024)

Comprehensive Performance Evaluation of YOLOv11, YOLOv10, YOLOv9, YOLOv8 and YOLOv5 on Object Detection of Power Equipment
by: He, Zijian, et al.
Published: (2024)

YOLOv1 to YOLOv10: A comprehensive review of YOLO variants and their application in the agricultural domain
by: Alif, Mujadded Al Rabbani, et al.
Published: (2024)

Precision and Adaptability of YOLOv5 and YOLOv8 in Dynamic Robotic Environments
by: Kich, Victor A., et al.
Published: (2024)

YOLOv11: An Overview of the Key Architectural Enhancements
by: Khanam, Rahima, et al.
Published: (2024)

Smart Parking with Pixel-Wise ROI Selection for Vehicle Detection Using YOLOv8, YOLOv9, YOLOv10, and YOLOv11
by: da Luz, Gustavo P. C. P., et al.
Published: (2024)

Comprehensive Performance Evaluation of YOLOv12, YOLO11, YOLOv10, YOLOv9 and YOLOv8 on Detecting and Counting Fruitlet in Complex Orchard Environments
by: Sapkota, Ranjan, et al.
Published: (2024)

Comparative Analysis of YOLOv9, YOLOv10 and RT-DETR for Real-Time Weed Detection
by: Saltık, Ahmet Oğuz, et al.
Published: (2024)

CIB-SE-YOLOv8: Optimized YOLOv8 for Real-Time Safety Equipment Detection on Construction Sites
by: Liu, Xiaoyi, et al.
Published: (2024)

A Comparative Study of YOLOv8 to YOLOv11 Performance in Underwater Vision Tasks
by: Hung, Gordon, et al.
Published: (2025)

What is YOLOv8: An In-Depth Exploration of the Internal Features of the Next-Generation Object Detector
by: Yaseen, Muhammad
Published: (2024)

Ultralytics YOLO Evolution: An Overview of YOLO26, YOLO11, YOLOv8 and YOLOv5 Object Detectors for Computer Vision and Pattern Recognition
by: Sapkota, Ranjan, et al.
Published: (2025)

SOD-YOLOv8 -- Enhancing YOLOv8 for Small Object Detection in Traffic Scenes
by: Khalili, Boshra, et al.
Published: (2024)

YOLOv1 to YOLOv10: The fastest and most accurate real-time object detection systems
by: Wang, Chien-Yao, et al.
Published: (2024)

What is YOLOv5: A deep look into the internal features of the popular object detector
by: Khanam, Rahima, et al.
Published: (2024)

Optimizing YOLOv8 for Parking Space Detection: Comparative Analysis of Custom YOLOv8 Architecture
by: Pokhrel, Apar, et al.
Published: (2025)

Improved YOLOv12 with LLM-Generated Synthetic Data for Enhanced Apple Detection and Benchmarking Against YOLOv11 and YOLOv10
by: Sapkota, Ranjan, et al.
Published: (2025)

YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection
by: Chien, Chun-Tse, et al.
Published: (2024)

YOLOv12: A Breakdown of the Key Architectural Features
by: Alif, Mujadded Al Rabbani, et al.
Published: (2025)

A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions
by: Khanam, Rahima, et al.
Published: (2025)

YOLOv12: Attention-Centric Real-Time Object Detectors
by: Tian, Yunjie, et al.
Published: (2025)

YOLOv8-ResCBAM: YOLOv8 Based on An Effective Attention Module for Pediatric Wrist Fracture Detection
by: Ju, Rui-Yang, et al.
Published: (2024)

YOLOv1 to YOLOv11: A Comprehensive Survey of Real-Time Object Detection Innovations and Challenges
by: Kotthapalli, Manikanta, et al.
Published: (2025)

YOLOv5 vs. YOLOv8 in Marine Fisheries: Balancing Class Detection and Instance Count
by: Masum, Mahmudul Islam, et al.
Published: (2024)

What is YOLOv9: An In-Depth Exploration of the Internal Features of the Next-Generation Object Detector
by: Yaseen, Muhammad
Published: (2024)

Facial Expression Recognition with YOLOv11 and YOLOv12: A Comparative Study
by: Aymon, Umma, et al.
Published: (2025)

A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS
by: Terven, Juan, et al.
Published: (2023)

EPBC-YOLOv8: An efficient and accurate improved YOLOv8 underwater detector based on an attention mechanism
by: Jiang, Xing, et al.
Published: (2025)

YOLOv10: Real-Time End-to-End Object Detection
by: Wang, Ao, et al.
Published: (2024)

Comparing YOLOv11 and YOLOv8 for instance segmentation of occluded and non-occluded immature green fruits in complex orchard environment
by: Sapkota, Ranjan, et al.
Published: (2024)

Optimizing YOLO Architectures for Optimal Road Damage Detection and Classification: A Comparative Study from YOLOv7 to YOLOv10
by: Pham, Vung, et al.
Published: (2024)

Attention-Augmented YOLOv8 with Ghost Convolution for Real-Time Vehicle Detection in Intelligent Transportation Systems
by: Ullah, Syed Sajid, et al.
Published: (2026)

Real-Time Weapon Detection Using YOLOv8 for Enhanced Safety
by: Thakur, Ayush, et al.
Published: (2024)

Fall Detection for Smart Living using YOLOv5
by: Pereira, Gracile Astlin
Published: (2024)

YOLOv4: A Breakthrough in Real-Time Object Detection
by: Geetha, Athulya Sundaresan
Published: (2025)

Early Diagnosis of Acute Lymphoblastic Leukemia Using YOLOv8 and YOLOv11 Deep Learning Models
by: Awad, Alaa, et al.
Published: (2024)

Fall Detection for Industrial Setups Using YOLOv8 Variants
by: Pereira, Gracile Astlin
Published: (2024)

Benchmarking YOLOv8 for Optimal Crack Detection in Civil Infrastructure
by: Taffese, Woubishet Zewdu, et al.
Published: (2025)

An Optimized YOLOv5 Based Approach For Real-time Vehicle Detection At Road Intersections Using Fisheye Cameras
by: Alam, Md. Jahin, et al.
Published: (2025)

A Real-time Concrete Crack Detection and Segmentation Model Based on YOLOv11
by: Huang, Shaoze, et al.
Published: (2025)