Comparing YOLOv5 Variants for Vehicle Detection: A Performance Analysis
Fuente:
arXiv
Saved in:
| Main Author: | Geetha, Athulya Sundaresan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| 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)
by: Geetha, Athulya Sundaresan, et al.
Published: (2024)
YOLOv4: A Breakthrough in Real-Time Object Detection
by: Geetha, Athulya Sundaresan
Published: (2025)
by: Geetha, Athulya Sundaresan
Published: (2025)
Performance of YOLOv7 in Kitchen Safety While Handling Knife
by: Geetha, Athulya Sundaresan
Published: (2025)
by: Geetha, Athulya Sundaresan
Published: (2025)
What is YOLOv6? A Deep Insight into the Object Detection Model
by: Geetha, Athulya Sundaresan
Published: (2024)
by: Geetha, Athulya Sundaresan
Published: (2024)
From SAM to SAM 2: Exploring Improvements in Meta's Segment Anything Model
by: Geetha, Athulya Sundaresan, et al.
Published: (2024)
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)
by: He, Zijian, 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)
by: Saltık, Ahmet Oğuz, et al.
Published: (2024)
Optimizing YOLOv8 for Parking Space Detection: Comparative Analysis of Custom YOLOv8 Architecture
by: Pokhrel, Apar, et al.
Published: (2025)
by: Pokhrel, Apar, et al.
Published: (2025)
Fall Detection for Industrial Setups Using YOLOv8 Variants
by: Pereira, Gracile Astlin
Published: (2024)
by: Pereira, Gracile Astlin
Published: (2024)
YOLOv11 for Vehicle Detection: Advancements, Performance, and Applications in Intelligent Transportation Systems
by: Alif, Mujadded Al Rabbani
Published: (2024)
by: Alif, Mujadded Al Rabbani
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)
by: da Luz, Gustavo P. C. P., et al.
Published: (2024)
A Comparative Study of YOLOv8 to YOLOv11 Performance in Underwater Vision Tasks
by: Hung, Gordon, et al.
Published: (2025)
by: Hung, Gordon, et al.
Published: (2025)
Vehicle Detection and Classification for Toll collection using YOLOv11 and Ensemble OCR
by: Sivakoti, Karthik
Published: (2024)
by: Sivakoti, Karthik
Published: (2024)
Facial Expression Recognition with YOLOv11 and YOLOv12: A Comparative Study
by: Aymon, Umma, et al.
Published: (2025)
by: Aymon, Umma, 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)
by: Alam, Md. Jahin, et al.
Published: (2025)
Optimizing YOLO Architectures for Optimal Road Damage Detection and Classification: A Comparative Study from YOLOv7 to YOLOv10
by: Pham, Vung, et al.
Published: (2024)
by: Pham, Vung, et al.
Published: (2024)
Fall Detection for Smart Living using YOLOv5
by: Pereira, Gracile Astlin
Published: (2024)
by: Pereira, Gracile Astlin
Published: (2024)
YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision
by: Hussain, Muhammad
Published: (2024)
by: Hussain, Muhammad
Published: (2024)
YOLOv11 Demystified: A Practical Guide to High-Performance Object Detection
by: Sulake, Nikhileswara Rao
Published: (2026)
by: Sulake, Nikhileswara Rao
Published: (2026)
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)
by: Sapkota, Ranjan, 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)
by: Ullah, Syed Sajid, et al.
Published: (2026)
Light-YOLOv8-Flame: A Lightweight High-Performance Flame Detection Algorithm
by: Lan, Jiawei, et al.
Published: (2025)
by: Lan, Jiawei, et al.
Published: (2025)
YOLOv5-Based Object Detection for Emergency Response in Aerial Imagery
by: Boddu, Sindhu, et al.
Published: (2024)
by: Boddu, Sindhu, et al.
Published: (2024)
Vehicle Speed Detection System Utilizing YOLOv8: Enhancing Road Safety and Traffic Management for Metropolitan Areas
by: Shaqib, SM, et al.
Published: (2024)
by: Shaqib, SM, et al.
Published: (2024)
SOD-YOLOv8 -- Enhancing YOLOv8 for Small Object Detection in Traffic Scenes
by: Khalili, Boshra, et al.
Published: (2024)
by: Khalili, Boshra, et al.
Published: (2024)
Comparative Analysis of YOLOv5, Faster R-CNN, SSD, and RetinaNet for Motorbike Detection in Kigali Autonomous Driving Context
by: Yinkfu, Ngeyen, et al.
Published: (2025)
by: Yinkfu, Ngeyen, et al.
Published: (2025)
YOLOv1 to YOLOv11: A Comprehensive Survey of Real-Time Object Detection Innovations and Challenges
by: Kotthapalli, Manikanta, et al.
Published: (2025)
by: Kotthapalli, Manikanta, et al.
Published: (2025)
Real-Time Beach Litter Detection and Counting: A Comparative Analysis of RT-DETR Model Variants
by: Huda, Miftahul, et al.
Published: (2025)
by: Huda, Miftahul, et al.
Published: (2025)
Precision and Adaptability of YOLOv5 and YOLOv8 in Dynamic Robotic Environments
by: Kich, Victor A., et al.
Published: (2024)
by: Kich, Victor A., et al.
Published: (2024)
YOLOv8-AM: YOLOv8 Based on Effective Attention Mechanisms for Pediatric Wrist Fracture Detection
by: Chien, Chun-Tse, et al.
Published: (2024)
by: Chien, Chun-Tse, 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)
by: Sapkota, Ranjan, et al.
Published: (2024)
Improved YOLOv12 with LLM-Generated Synthetic Data for Enhanced Apple Detection and Benchmarking Against YOLOv11 and YOLOv10
by: Sapkota, Ranjan, et al.
Published: (2025)
by: Sapkota, Ranjan, et al.
Published: (2025)
Multiscale Real-Time Object Detection in the NMS-Free Era: A Comparative Performance Evaluation of YOLOv8 and YOLO26
by: Oguine, Chidera G., et al.
Published: (2026)
by: Oguine, Chidera G., et al.
Published: (2026)
YOLO-TLA: An Efficient and Lightweight Small Object Detection Model based on YOLOv5
by: Ji, Chun-Lin, et al.
Published: (2024)
by: Ji, Chun-Lin, et al.
Published: (2024)
Finetuning YOLOv9 for Vehicle Detection: Deep Learning for Intelligent Transportation Systems in Dhaka, Bangladesh
by: Fahim, Shahriar Ahmad
Published: (2024)
by: Fahim, Shahriar Ahmad
Published: (2024)
YOLOv8-ResCBAM: YOLOv8 Based on An Effective Attention Module for Pediatric Wrist Fracture Detection
by: Ju, Rui-Yang, et al.
Published: (2024)
by: Ju, Rui-Yang, 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)
by: Liu, Xiaoyi, et al.
Published: (2024)
Multi-View Camera System for Variant-Aware Autonomous Vehicle Inspection and Defect Detection
by: Kulkarni, Yash, et al.
Published: (2025)
by: Kulkarni, Yash, et al.
Published: (2025)
A Hybrid YOLOv5-SSD IoT-Based Animal Detection System for Durian Plantation Protection
by: Shahrir, Anis Suttan, et al.
Published: (2025)
by: Shahrir, Anis Suttan, et al.
Published: (2025)
YOLOv5 vs. YOLOv8 in Marine Fisheries: Balancing Class Detection and Instance Count
by: Masum, Mahmudul Islam, et al.
Published: (2024)
by: Masum, Mahmudul Islam, et al.
Published: (2024)
Similar Items
-
A Comparative Analysis of YOLOv5, YOLOv8, and YOLOv10 in Kitchen Safety
by: Geetha, Athulya Sundaresan, et al.
Published: (2024) -
YOLOv4: A Breakthrough in Real-Time Object Detection
by: Geetha, Athulya Sundaresan
Published: (2025) -
Performance of YOLOv7 in Kitchen Safety While Handling Knife
by: Geetha, Athulya Sundaresan
Published: (2025) -
What is YOLOv6? A Deep Insight into the Object Detection Model
by: Geetha, Athulya Sundaresan
Published: (2024) -
From SAM to SAM 2: Exploring Improvements in Meta's Segment Anything Model
by: Geetha, Athulya Sundaresan, et al.
Published: (2024)