| Towards Reducing Data Acquisition and Labeling for Defect Detection using Simulated Data | Jun 27, 2024 | Defect DetectionDomain Adaptation | —Unverified | 0 |
| Faster Metallic Surface Defect Detection Using Deep Learning with Channel Shuffling | Jun 19, 2024 | Defect Detection | —Unverified | 0 |
| A Comprehensive Survey on Machine Learning Driven Material Defect Detection | Jun 12, 2024 | Defect DetectionSurvey | —Unverified | 0 |
| A PRISMA Driven Systematic Review of Publicly Available Datasets for Benchmark and Model Developments for Industrial Defect Detection | Jun 11, 2024 | BenchmarkingDefect Detection | —Unverified | 0 |
| Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection | Jun 11, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| A Deep Learning-Augmented Stand-off Radar Scheme for Rapidly Detecting Tree Defects | Jun 8, 2024 | Defect Detection | —Unverified | 0 |
| SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly Detection | Jun 2, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| A Study on Unsupervised Anomaly Detection and Defect Localization using Generative Model in Ultrasonic Non-Destructive Testing | May 26, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Aerial Inspection of High-Voltage Power Lines Using YOLOv8 Real-Time Object Detector | May 24, 2024 | CPUDefect Detection | CodeCode Available | 0 |
| MemoryMamba: Memory-Augmented State Space Model for Defect Recognition | May 6, 2024 | Defect Detection | —Unverified | 0 |
| Defect Localization Using Region of Interest and Histogram-Based Enhancement Approaches in 3D-Printing | Apr 25, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Machine Learning for Pre/Post Flight UAV Rotor Defect Detection Using Vibration Analysis | Apr 24, 2024 | Defect DetectionDimensionality Reduction | —Unverified | 0 |
| PV-S3: Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence Images | Apr 21, 2024 | Defect DetectionSegmentation | CodeCode Available | 0 |
| In-situ process monitoring and adaptive quality enhancement in laser additive manufacturing: a critical review | Apr 21, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| CarcassFormer: An End-to-end Transformer-based Framework for Simultaneous Localization, Segmentation and Classification of Poultry Carcass Defect | Apr 17, 2024 | Defect Detection | CodeCode Available | 0 |
| Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification Tasks | Apr 16, 2024 | Binary ClassificationClassification | CodeCode Available | 0 |
| AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growth | Apr 10, 2024 | Active LearningDefect Detection | —Unverified | 0 |
| Automatic Defect Detection in Sewer Network Using Deep Learning Based Object Detector | Apr 9, 2024 | Defect DetectionObject | —Unverified | 0 |
| Towards Improved Semiconductor Defect Inspection for high-NA EUVL based on SEMI-SuperYOLO-NAS | Apr 8, 2024 | Data AugmentationDefect Detection | —Unverified | 0 |
| Stochastic Geometry Models for Texture Synthesis of Machined Metallic Surfaces: Sandblasting and Milling | Mar 20, 2024 | Defect DetectionTexture Synthesis | —Unverified | 0 |
| OCR is All you need: Importing Multi-Modality into Image-based Defect Detection System | Mar 18, 2024 | AllDecision Making | —Unverified | 0 |
| LERENet: Eliminating Intra-class Differences for Metal Surface Defect Few-shot Semantic Segmentation | Mar 17, 2024 | Defect DetectionFew-Shot Semantic Segmentation | —Unverified | 0 |
| Open Stamped Parts Dataset | Mar 15, 2024 | Defect Detection | —Unverified | 0 |
| Achieving Pareto Optimality using Efficient Parameter Reduction for DNNs in Resource-Constrained Edge Environment | Mar 14, 2024 | Defect Detectionimage-classification | —Unverified | 0 |
| Evaluating Text-to-Image Generative Models: An Empirical Study on Human Image Synthesis | Mar 8, 2024 | Defect DetectionFairness | CodeCode Available | 0 |