Software Engineer - Automated data generation and annotation for Automotive AI applications
Paid internship at FotoNation · Starts after academic term
Categories:
  • – Artificial Intelligence
  • – Embedded & Internet of Things
City:
  • room București

In support of our Computer Vision solutions for In-Car Monitoring and Home Surveillance, one of the important jobs is creating good datasets to feed the machine learning algorithms and product validation. For rapid prototyping, creating synthetic visual data can quickly generate the necessary input. This is a creative and exploratory process (R&D in itself) where various cross-domain techniques can be applied to produce realistic looking data that models real scenarios.

Your job will be to develop an application that produces image and video content with associated text based annotations by making use of: real captures of scene background images, a collection of images of objects and people, 3D models of people and environments. You’ll be applying techniques like:

  • Deep-learning and imaging based augmentation
  • 3D modeling and rendering
  • Basic automated image manipulation

Skills required:

  • Application and algorithm development
  • Coding skills Python/C
  • Working with image content / imaging libraries

Nice to have:

  • Basic understanding of Deep Learning concepts and experience with PyTorch or similar