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Vision integration of 3D fruit and vegetable scanner with reinforcement model

Internship Amsterdam, NL
Posted 19 Nov 2020

Degree level

Bachelor

Job function

Engineering

Required language

English (Fluent)

Work experience

0 to 1 years

Salary

€250 per month

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Intressed to work on machine learning and vision models that will run on robots arround the world? We have several open internship positions within our team of experts and are looking for you! Please contact us for more information.

To feed our intelligent algorithms with useful data, we need large amounts of stackable products. To cope with the large varieties in fruit and vegetables, we need to find out how we can convert 3D vision information of these products to high-quality lowkey input information to use as input in the stacking algorithms and training data. In this internship you will research how we can reliably acquire this information with 3D vision techniques, convert it to useful information for the training of our stacking algorithm and test this method.

Job description

  • Perform research on methods for adding low-key data to existing reinforcement learning networks.
  • Develop a method to convert 3D vision data to low-key data to use as stack-algorithm input.
  • Develop the training model and build a test environment for this.
  • Combine and implement your model within the main software and perform tests.
  • Optimize the performance based on test results.

What are we looking for?

  • You are currently doing a Bachelor or Master in engineering, computers sciences or equivalent experience.
  • You have experience in developing machine vision applications/setups
  • You have experience with one or more AI/vision libraries (e.g. Keras, PyTorch, OpenCV, Halcon).
  • You are not afraid to dive into research literature.
  • You are available for 4+ months.
  • Experience with software development (C#.NET, C++, Python) is a big plus.
  • Fluency in English, Dutch is a plus.

What we offer you

  • A place within a young enthusiastic team of technical experts.
  • Practical experience of intelligent robot applications in the industry.
  • €250/month full-time internship
  • Travel cost allowance during your internship (possibility to work remotely).
  • A possibility for a permanent job after you finished.
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Viroteq ontwikkelt en levert modulaire intelligentie voor het On-The-Fly stapelen en verpakken van objecten van verschillende formaten. Hierdoor vergemakkelijken we de inzet van robotica binnen de snel veranderende processen in de logistieke industrie. Onze software maakt hierin gebruik van slimme algoritmen die het mogelijk maken de inzet van robots flexibeler en efficiënter te maken voor zowel integratoren als eindklanten.

Logistics
Amsterdam
Active in 3 countries
5 employees
100% men
Average age is 25 years