Starten Sie Ihre Suche...


Durch die Nutzung unserer Webseite erklären Sie sich damit einverstanden, dass wir Cookies verwenden. Weitere Informationen

Quality Control in Additive Manufacturing: Image Dataset for Defect Detection in Fused Filament Fabrication

online: Zenodo 2025

Erscheinungsjahr: 2025

Publikationstyp: Diverses (Elektronische Ressource)

Sprache: Englisch

Doi/URN: 10.5281/zenodo.14712897

Volltext über DOI/URN

Geprüft:Bibliothek

Inhaltszusammenfassung


This image dataset was created to support the development of image-based defect detection and quality control systems in additive manufacturing, particularly in fused filament fabrication. It includes high resolution images as well as cropped images of 3D printed objects with production defects, such as extrusion errors and layer shifts, as well as images of defect-free prints. The data was captured from three different camera angles during production.

  • Additive Manufacturing
  • Fused Filament Fabrication
  • Artificial Intelligence
  • Machine Learning
  • Sustainable Production
  • Quality Control
  • 3D Printing
  • Image Classification

Autoren


Bast, Sebastian (Autor)
Scherer, Kai (Autor)
Dartmann, Guido (Autor)

Klassifikation


DFG Fachgebiet:
Informatik

DDC Sachgruppe:
Informatik

Verbundene Forschungsprojekte


Verknüpfte Personen