18. February 2021

PROFACTOR: Master Thesis - Machine Learning for Zero Defect Manufacturing

Master Thesis - Machine Learning for Zero Defect Manufacturing

Machine learning and artificial intelligence are the key elements for achieving zero defect manufacturing goals. In this regard and as a member of zero defect manufacturing platform (ZDMP) initiative, the machine vision group at Profactor is looking for a master's degree student to perform his/her thesis in the field of defect detection using machine vision and machine learning.

The aim is, using a data set of images, to perform detection of defective samples and localization of defects using machine learning methods, specifically deep learning.  The candidate will develop algorithms based on convolutional neural networks and attention mechanism to achieve the goals.

Your tasks

  • Literature review of existing and state of the art machine learning based defect detection and localization
  • Development of algorithms and implementation of the state of the art networks, training and testing the models.
  • Integration of the algorithms inside the ZDMP platform
  • Documentation in the form of reports and a publication ready document

We are looking for

  • Knowledge in  machine learning
  • Familiarity with one of the deep neural network frameworks (e.g. tensorflow/keras, pytorch)
  • Experience in python programming language
  • Knowledge in machine vision and convolutional neural networks is an advantage.

Benefits

  • Trainings
  • Flexible working hours
  • Teamwork
  • Parking places
  • Health measures
  • Employee events
  • Fruits
  • Sport events

Start/Duration
Now / 6 months

Our Mission
PROFACTOR's research improves the competiveness of European Industry. We are pioneers of the thinking production. We bring production back home.

We offer for master thesis a compensation of min. 465 EUR per month.

We are looking forward to your application – please apply at www.profactor.at or
send your application to personal@profactor.at

Questions? please contact:
Dr. Amirreza Baghbanpourasl , amirreza.baghbanpourasl@profactor.at, +43 7252 885 263

You will find further details in the master project description.

Contact

PROFACTOR GmbH
Dr. Amirreza Baghbanpourasl
Im Stadtgut A2
4407 Steyr-Gleink
Phone: +43 7252 885 263
send e-mail