Internship: Data annotation and 3D location scanning

Job Description

Do you want to be at the forefront of innovative projects and take advantage of the unique opportunity to play a significant role in shaping new worlds?
Then become part of our team as a Data Annotation and 3D Location Scanning Intern part-time (20 hrs+) at svarmony.

As a Computer Vision and 3D Scanning Intern at svarmony, you will scan products and measure objects of all kinds in 3D for industry and private individuals.

 

Your skills:

  • Bachelor’s degree in Computer Science/Engineering or related fields
  • Computer Vision experience
  • Coding experience with any modern language, preferably Python or C++
  • Familiar  with coding best practices
  • Comfortable with git, bash and Linux operating systems
  • Ability to do research and run experiments comparing performance of various  algorithms and communicate results to the engineering team
  • Attention to detail and sense of code ownership
  • Understanding of JSON file structure
  • Enthusiast about AR and Indoor navigation
  • Motivated to work with cutting edge computer vision technologies
  • Located in the area of Berlin/Munich
  • Nice to have:
  • Experience with using or acquiring point clouds
  • Performing 3D lidar or stereo depth scanning
  • Working with Structure from motion software
  • ML experience
  • AR experience

Your tasks:

  • Research on visual localization algorithms, object tracking, people detection and structure from motion
  • Implement computer vision algorithms to improve our computer vision pipelines
  • Acquire accurate measurements of an environment with a 3D scanner
  • Operate and configure 3D scanner hardware and software
  • Analyse and ensure correct point cloud alignment
  • Compare images based on visual similarities and overlap of features
  • Edit JSON files to sort image names into categories
  • Label ground truth data
  • Check accuracy and validity of labelled ground truth data
  • Research on object tracking and people detection
  • QA testing
  • Travel to scanning locations
  • Learning opportunities:
  • Be part of a product’s development in the AR sector
  • Learn about Multiview geometry algorithms and their applications in production
  • Be part of the product’s QA process
  • Handle and operate a 3D scanner
  • Learn and apply best practices for capturing 3D scans of physical objects and environments
  • Learn how to record ground truth data images and panoramas with different devices

Your entry level and starting salary will depend on your experience. To be considered for this position, please send us your application with CV and earliest possible starting date. However, a minimum wage in line with the collective agreement and overpayment based on experience and qualifications and/or through performance-related remuneration is envisaged.

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