The dataset is already organized in YOLO format in the steel_dataset/ directory. If you need to reorganize from original format, see utility/reorganize_dataset.py. steel-defect-detection/ ├── ...
To address the limited size of images and masks of the original Magnetic-tile-defect-datasets, we generated the Augmented dataset by using an offline augmentation tool ImageMaskDatasetGenerator.py. As ...
1 Guangzhou Institute of Metrology and Testing Technology, Guangzhou, China 2 School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China Introduction ...
Abstract: Artificial images for defect detection have gained growing importance in the recently developed defect detection architectures. This systematic literature review examines the use of ...
Abstract: Pavement defect detection aims to accurately identify various surface defects and their unpredictable patterns while providing precise measurements, significantly enhancing road maintenance ...
External defect detection is a crucial step in Orah mandarin citrus grading. However, in existing defect detection algorithms by image processing, Orah mandarin surfaces exhibit characteristics such ...
ABSTRACT: Regular pipeline inspections are crucial for timely identification of critical defects and ensuring pipeline integrity. To address the challenges of detecting defects in PE gas pipelines ...
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