Image dataset of painted sheet metal with quality defects

Image dataset of painted sheet metal with quality defects

Description

Dataset containing images from defects on painted sheet metal, which has protective plastic foil on top of it. Two types of sheets plain and with hole pattern. Image size is 2560 x 1920 pixels, gray scale. Dataset contains 571 defected images (416 from plain and 155 from holes) and 50 images from good/valid plain sheets. Defects are annotated into five (5) defect categories: scratch, elevation, dent, small defects and damaged protective layer. Elevations and dents can be merged as common category of strike. Imaging setup: 2D area scan camera (IDS UI-1480SE) with 2560 x 1920 pixel resolution. Fixed focal length lense f=16 mm. Field of View (FOV) of 128 x 96 mm. Spatial resolution 0,05 mm/px. Dark field illumination setup with two white bar lights 90 degree angle between them.
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Year of publication

2021

Authors

Niko Siltala Orcid -palvelun logo - Publisher, Creator

Dmitrii Monakhov Orcid -palvelun logo - Creator

Other information

Fields of science

Computer and information sciences; Mechanical engineering; Materials engineering

Language

English

Open access

Open

License

Creative Commons Attribution ShareAlike 4.0 International (CC BY SA 4.0)

Keywords

dataset, quality control, annotated images, defects, digitaaliset kuvat, laadunvalvonta, metal sheet, metallilevy, pelti, tietoaineistot

Subject headings

datasets, image files, metal plates, metal products, pictures, quality assessment, quality assurance, sheet metal, thin sheet metal
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