YOLO-v1 to YOLO-v8, the Rise of YOLO and Its Complementary Nature toward Digital Manufacturing and Industrial Defect Detection

Automated surface defect detection framework using machine vision and convolutional neural networks

(2022) Swarit Anand Singh et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Protein Subcellular Localization Based on Evolutionary Information and Segmented Distribution

(2022) Danyu Jin et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Detection of Farmland Obstacles Based on an Improved YOLOv5s Algorithm by Using CIoU and Anchor Box Scale Clustering

(2022) Jinlin Xue et al.   SENSORS

Statistical Analysis and Development of an Ensemble-Based Machine Learning Model for Photovoltaic Fault Detection

(2022) Muhammad Hussain et al.   Energies

Recent advancements in deep learning based lung cancer detection: A systematic review

(2022) Shubham Dodia et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Domain Feature Mapping with YOLOv7 for Automated Edge-Based Pallet Racking Inspections

(2022) Muhammad Hussain et al.   SENSORS

Deep Learning in Controlled Environment Agriculture: A Review of Recent Advancements, Challenges and Prospects

(2022) Mike O. Ojo et al.   SENSORS

A novel detection method for hot spots of photovoltaic (PV) panels using improved anchors and prediction heads of YOLOv5 network

(2022) Tianyi Sun et al.   Energy Reports

PV-CrackNet Architecture for Filter Induced Augmentation and Micro-Cracks Detection within a Photovoltaic Manufacturing Facility

(2022) Muhammad Hussain et al.   Energies

An Efficient and Intelligent Detection Method for Fabric Defects based on Improved YOLOv5

(2022) Guijuan Lin et al.   SENSORS

Research on Steel Surface Defect Detection Based on YOLOv5 with Attention Mechanism

(2022) Jianting Shi et al.   Electronics

Artificial Convolutional Neural Network in Object Detection and Semantic Segmentation for Medical Imaging Analysis

(2021) Ruixin Yang et al.   Frontiers in Oncology

Deep Learning Based Steel Pipe Weld Defect Detection

(2021) Dingming Yang et al.   APPLIED ARTIFICIAL INTELLIGENCE

Development of a real-time machine vision system for functional textile fabric defect detection using a deep YOLOv4 model

(2021) Sifundvolesihle Dlamini et al.   TEXTILE RESEARCH JOURNAL

A lightweight detector based on attention mechanism for aluminum strip surface defect detection

(2021) Zhuxi MA et al.   COMPUTERS IN INDUSTRY

SwinNet: Swin Transformer Drives Edge-Aware RGB-D and RGB-T Salient Object Detection

(2021) Zhengyi Liu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Dropout vs. batch normalization: an empirical study of their impact to deep learning

(2020) Christian Garbin et al.   MULTIMEDIA TOOLS AND APPLICATIONS

The k-means Algorithm: A Comprehensive Survey and Performance Evaluation

(2020) Mohiuddin Ahmed et al.   Electronics

Using Deep Learning to Detect Defects in Manufacturing: A Comprehensive Survey and Current Challenges

(2020) Jing Yang et al.   Materials

CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization

(2020) Zijie J. Wang et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Ship Detection Based on YOLOv2 for SAR Imagery

(2019) Yang-Lang Chang et al.   Remote Sensing

A review of machine learning for the optimization of production processes

(2019) Dorina Weichert et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Deep learning for smart manufacturing: Methods and applications

(2018) Jinjiang Wang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Smart manufacturing

(2017) Andrew Kusiak   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Design of deep convolutional neural network architectures for automated feature extraction in industrial inspection

(2016) Daniel Weimer et al.   CIRP ANNALS-MANUFACTURING TECHNOLOGY

Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

(2016) Ross Girshick et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Object Detection with Discriminatively Trained Part-Based Models

(2009) P F Felzenszwalb et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION