Sökning: "Detektion av Geometriska Defekter"

Hittade 1 uppsats innehållade orden Detektion av Geometriska Defekter.

  1. 1. AI-based Quality Inspection forShort-Series Production : Using synthetic dataset to perform instance segmentation forquality inspection

    Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

    Författare :Simon Tsehaie Russom; [2022]
    Nyckelord :Synthetic Training Dataset; Geometrical Defect Detection; Instance Segmentation; Data Augmentation Techniques; Mask R-CNN; Transformers; Syntetisk Träningsdataset; Detektion av Geometriska Defekter; Instanssegmentering; Tekniker för Dataaugmentering; Mask R-CNN; Transformers;

    Sammanfattning : Quality inspection is an essential part of almost any industrial production line. However, designing customized solutions for defect detection for every product can be costlyfor the production line. This is especially the case for short-series production, where theproduction time is limited. LÄS MER