Image dataset of painted sheet metal with quality defects

Beskrivning

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.
Visa mer

Publiceringsår

2021

Typ av data

Upphovspersoner

Dmitrii Monakhov Orcid -palvelun logo - Upphovsperson

Niko Siltala Orcid -palvelun logo - Upphovsperson, Utgivare

Projekt

Övriga uppgifter

Vetenskapsområden

Data- och informationsvetenskap; Maskin- och produktionsteknik; Materialteknik

Språk

engelska

Öppen tillgång

Öppet

Licens

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

Nyckelord

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

Ämnesord

informationsmaterial, bilder, bildfiler, kvalitetsbedömning, kvalitetskontroll, kvalitetssäkring, metallprodukter, metallskivor, plåt, tunnplåt

Temporal täckning

undefined

Relaterade till denna forskningsdata