What is YOLOv5: A deep look into the internal features of the popular object detector
Fuente:
arXiv
Saved in:
| Main Authors: | Khanam, Rahima, Hussain, Muhammad |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
YOLOv11: An Overview of the Key Architectural Enhancements
by: Khanam, Rahima, et al.
Published: (2024)
by: Khanam, Rahima, et al.
Published: (2024)
A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions
by: Khanam, Rahima, et al.
Published: (2025)
by: Khanam, Rahima, et al.
Published: (2025)
YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision
by: Hussain, Muhammad
Published: (2024)
by: Hussain, Muhammad
Published: (2024)
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)
PV-faultNet: Optimized CNN Architecture to detect defects resulting efficient PV production
by: Zaman, Eiffat E, et al.
Published: (2024)
by: Zaman, Eiffat E, 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)
by: Alif, Mujadded Al Rabbani, et al.
Published: (2024)
YOLOv12: A Breakdown of the Key Architectural Features
by: Alif, Mujadded Al Rabbani, et al.
Published: (2025)
by: Alif, Mujadded Al Rabbani, 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)
by: Yaseen, Muhammad
Published: (2024)
What is YOLOv9: An In-Depth Exploration of the Internal Features of the Next-Generation Object Detector
by: Yaseen, Muhammad
Published: (2024)
by: Yaseen, Muhammad
Published: (2024)
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)
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)
EPBC-YOLOv8: An efficient and accurate improved YOLOv8 underwater detector based on an attention mechanism
by: Jiang, Xing, et al.
Published: (2025)
by: Jiang, Xing, et al.
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)
YOLOv1 to YOLOv10: The fastest and most accurate real-time object detection systems
by: Wang, Chien-Yao, et al.
Published: (2024)
by: Wang, Chien-Yao, et al.
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)
Fall Detection for Smart Living using YOLOv5
by: Pereira, Gracile Astlin
Published: (2024)
by: Pereira, Gracile Astlin
Published: (2024)
YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information
by: Wang, Chien-Yao, et al.
Published: (2024)
by: Wang, Chien-Yao, et al.
Published: (2024)
Comparing YOLOv5 Variants for Vehicle Detection: A Performance Analysis
by: Geetha, Athulya Sundaresan
Published: (2024)
by: Geetha, Athulya Sundaresan
Published: (2024)
A lightweight YOLOv5-FFM model for occlusion pedestrian detection
by: Luo, Xiangjie, et al.
Published: (2024)
by: Luo, Xiangjie, et al.
Published: (2024)
3D-Plotting Algorithm for Insects using YOLOv5
by: Mori, Daisuke, et al.
Published: (2024)
by: Mori, Daisuke, et al.
Published: (2024)
*: Improving the 3D detector by introducing Voxel2Pillar feature encoding and extracting multi-scale features
by: Li, Xusheng, et al.
Published: (2024)
by: Li, Xusheng, 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)
by: Kotthapalli, Manikanta, et al.
Published: (2025)
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)
YOLOv5-Based Object Detection for Emergency Response in Aerial Imagery
by: Boddu, Sindhu, et al.
Published: (2024)
by: Boddu, Sindhu, et al.
Published: (2024)
Brain Cancer Segmentation Using YOLOv5 Deep Neural Network
by: Paul, Sudipto, et al.
Published: (2022)
by: Paul, Sudipto, et al.
Published: (2022)
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)
Coupling deep and handcrafted features to assess smile genuineness
by: Pawlus, Benedykt, et al.
Published: (2025)
by: Pawlus, Benedykt, 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)
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)
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)
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)
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)
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)
Topological SLAM in colonoscopies leveraging deep features and topological priors
by: Morlana, Javier, et al.
Published: (2024)
by: Morlana, Javier, et al.
Published: (2024)
Linking in Style: Understanding learned features in deep learning models
by: Wehrheim, Maren H., et al.
Published: (2024)
by: Wehrheim, Maren H., et al.
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)
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)
Mask-Robust Face Verification for Online Learning via YOLOv5 and Residual Networks
by: Wang, Zhifeng, et al.
Published: (2025)
by: Wang, Zhifeng, et al.
Published: (2025)
Similar Items
-
YOLOv11: An Overview of the Key Architectural Enhancements
by: Khanam, Rahima, et al.
Published: (2024) -
A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions
by: Khanam, Rahima, et al.
Published: (2025) -
YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision
by: Hussain, Muhammad
Published: (2024) -
A Comparative Analysis of YOLOv5, YOLOv8, and YOLOv10 in Kitchen Safety
by: Geetha, Athulya Sundaresan, et al.
Published: (2024) -
PV-faultNet: Optimized CNN Architecture to detect defects resulting efficient PV production
by: Zaman, Eiffat E, et al.
Published: (2024)