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.
Show moreYear of publication
2021
Authors
Other information
Fields of science
Computer and information sciences; Mechanical engineering; Materials engineering
Language
English
Open access
Open