Surface Defect Detection of Steel Plate Based on SKS-YOLO

Surface Defect Detection of Steel Plate Based on SKS-YOLO

During the production process of steel plate, surface defect detection is crucial for high-quality products. For the existing defect detection method based on machine vision, there are various types of problems, such as large model calculations, low detection accuracy and difficulties of recognizing...

Cur síos iomlán

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Shiyang Zhou, Siming Ao, Zhiying Yang, Huaiguang Liu
Formáid:	Alt
Teanga:	English
Foilsithe / Cruthaithe:	IEEE 2024-01-01
Sraith:	IEEE Access
Ábhair:	Surface defect detection YOLO attention mechanism anchor frames loss function
Rochtain ar líne:	https://ieeexplore.ieee.org/document/10580958/

Míreanna comhchosúla

DES-YOLO: a novel model for real-time detection of casting surface defects
de réir: Chengjun Wang, et al.
Foilsithe / Cruthaithe: (2024-08-01)

Metal Surface Defect Detection Using Modified YOLO
de réir: Yiming Xu, et al.
Foilsithe / Cruthaithe: (2021-08-01)

A Novel ST-YOLO Network for Steel-Surface-Defect Detection
de réir: Hongtao Ma, et al.
Foilsithe / Cruthaithe: (2023-11-01)

WD-YOLO: A More Accurate YOLO for Defect Detection in Weld X-ray Images
de réir: Kailai Pan, et al.
Foilsithe / Cruthaithe: (2023-10-01)

GDM-YOLO: A Model for Steel Surface Defect Detection Based on YOLOv8s
de réir: Tinglin Zhang, et al.
Foilsithe / Cruthaithe: (2024-01-01)

WLSD-YOLO: A Model for Detecting Surface Defects in Wood Lumber
de réir: Qiyu Zhang, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Surface defect detection of ceramic disc based on improved YOLOv5s
de réir: Haipeng Pan, et al.
Foilsithe / Cruthaithe: (2024-06-01)

MSFT-YOLO: Improved YOLOv5 Based on Transformer for Detecting Defects of Steel Surface
de réir: Zexuan Guo, et al.
Foilsithe / Cruthaithe: (2022-05-01)

Experimental Study on YOLO-Based Leather Surface Defect Detection
de réir: Zhiqiang Chen, et al.
Foilsithe / Cruthaithe: (2024-01-01)

TSW-YOLO-v8n: Optimization of Detection Algorithms for Surface Defects on Sawn Timber
de réir: Mingtao Wang, et al.
Foilsithe / Cruthaithe: (2023-10-01)

TSW-YOLO-v8n: Optimization of Detection Algorithms for Surface Defects on Sawn Timber
de réir: Mingtao Wang, et al.
Foilsithe / Cruthaithe: (2023-10-01)

An Efficient YOLO Algorithm with an Attention Mechanism for Vision-Based Defect Inspection Deployed on FPGA
de réir: Longzhen Yu, et al.
Foilsithe / Cruthaithe: (2022-06-01)

YOLO-LFPD: A Lightweight Method for Strip Surface Defect Detection
de réir: Jianbo Lu, et al.
Foilsithe / Cruthaithe: (2024-10-01)

EC-YOLO: Effectual Detection Model for Steel Strip Surface Defects Based on YOLO-V5
de réir: Zhi Cheng, et al.
Foilsithe / Cruthaithe: (2024-01-01)

Advanced YOLO-DeepSort-Based System for Drainage Pipeline Defects Intelligent Detection
de réir: Niannian Wang, et al.
Foilsithe / Cruthaithe: (2024-01-01)

MRP-YOLO: An Improved YOLOv8 Algorithm for Steel Surface Defects
de réir: Shuxian Zhu, et al.
Foilsithe / Cruthaithe: (2024-12-01)

An Automatic Defect Detection System for Petrochemical Pipeline Based on Cycle-GAN and YOLO v5
de réir: Kun Chen, et al.
Foilsithe / Cruthaithe: (2022-10-01)

MCAW-YOLO: An Efficient Detection Model for Ceramic Tile Surface Defects
de réir: Xulong Yu, et al.
Foilsithe / Cruthaithe: (2023-11-01)

Lightweight Detection Model RM-LFPN-YOLO for Rebar Counting
de réir: Haodong Liu, et al.
Foilsithe / Cruthaithe: (2024-01-01)

EMB-YOLO: Dataset, method and benchmark for electric meter box defect detection
de réir: Zhiyong Liu, et al.
Foilsithe / Cruthaithe: (2024-02-01)

CRGF-YOLO: An Optimized Multi-Scale Feature Fusion Model Based on YOLOv5 for Detection of Steel Surface Defects
de réir: Tao Yu, et al.
Foilsithe / Cruthaithe: (2024-06-01)

PAG-YOLO: A Portable Attention-Guided YOLO Network for Small Ship Detection
de réir: Jianming Hu, et al.
Foilsithe / Cruthaithe: (2021-08-01)

Detecting Multi-Scale Rose Apple Skin and Defects Using Instance Segmentation With Anchors Optimization
de réir: Wilasinee Paewboontra, et al.
Foilsithe / Cruthaithe: (2024-01-01)

DCW-YOLO: An Improved Method for Surface Damage Detection of Wind Turbine Blades
de réir: Li Zou, et al.
Foilsithe / Cruthaithe: (2024-09-01)

Solar Cell Surface Defect Detection Based on Improved YOLO v5
de réir: Meng Zhang, et al.
Foilsithe / Cruthaithe: (2022-01-01)

A method for detecting surface defects in hot-rolled strip steel based on deep learning
de réir: H. Ren, et al.
Foilsithe / Cruthaithe: (2024-01-01)

An Improved YOLOv9 and Its Applications for Detecting Flexible Circuit Boards Connectors
de réir: Gengjie Huang, et al.
Foilsithe / Cruthaithe: (2024-10-01)

Broken Corn Detection Based on an Adjusted YOLO With Focal Loss
de réir: Zechuan Liu, et al.
Foilsithe / Cruthaithe: (2019-01-01)

Advancing Ultrasonic Defect Detection in High-Speed Wheels via UT-YOLO
de réir: Qian Zhang, et al.
Foilsithe / Cruthaithe: (2024-02-01)

Solar panel defect detection design based on YOLO v5 algorithm
de réir: Jing Huang, et al.
Foilsithe / Cruthaithe: (2023-08-01)

DVCW-YOLO for Printed Circuit Board Surface Defect Detection
de réir: Pei Shi, et al.
Foilsithe / Cruthaithe: (2024-12-01)

Research on Defect Detection Method of Railway Transmission Line Insulators Based on GC-YOLO
de réir: Lu Ding, et al.
Foilsithe / Cruthaithe: (2023-01-01)

YOLO-TS: A Lightweight YOLO Model for Traffic Sign Detection
de réir: Yunxiang Liu, et al.
Foilsithe / Cruthaithe: (2024-01-01)

MR-YOLO: An Improved YOLOv5 Network for Detecting Magnetic Ring Surface Defects
de réir: Xianli Lang, et al.
Foilsithe / Cruthaithe: (2022-12-01)

Improved YOLO v5s-based detection method for external defects in potato
de réir: XiLong Li, et al.
Foilsithe / Cruthaithe: (2025-02-01)

SLGA-YOLO: A Lightweight Castings Surface Defect Detection Method Based on Fusion-Enhanced Attention Mechanism and Self-Architecture
de réir: Chengjun Wang, et al.
Foilsithe / Cruthaithe: (2024-06-01)

EFC-YOLO: An Efficient Surface-Defect-Detection Algorithm for Steel Strips
de réir: Yanshun Li, et al.
Foilsithe / Cruthaithe: (2023-09-01)

ACD‐YOLO: Improved YOLOv5‐based method for steel surface defects detection
de réir: Jiacheng Fan, et al.
Foilsithe / Cruthaithe: (2024-02-01)

Dual-YOLO Architecture from Infrared and Visible Images for Object Detection
de réir: Chun Bao, et al.
Foilsithe / Cruthaithe: (2023-03-01)

Double Low-Rank and Sparse Decomposition for Surface Defect Segmentation of Steel Sheet
de réir: Shiyang Zhou, et al.
Foilsithe / Cruthaithe: (2018-09-01)