Geplaatst op 3 september 2020 (Verloopt over 29 dagen)
Vervuld

Machine Learning

Gyver is an AI start up based in Amsterdam. We focus on helping companies utilizing their data. Apart from that we also invest in product development. We currently have a number of interesting thesis positions available.

Begeleider

Feel free to contact us! We are happy to tell you more.

Due to the exponential growth of video content over the last decade, there has been an increasing need for video analytics. Using video analytics has many practical benefits, such as helping in the monitoring of surveillance imagery or generating video previews on YouTube.

At Gyver, we are developing a video analytics system specially designed for TV content. Currently, we generate metadata based on a large number of explicit features that are generated by visual and audio networks. However, we are interested in the capabilities of an end-to-end approach, which would help to make our solutions less domain-specific. A number of methods have been proposed for solving problems in this field, for example using Adversarial LSTMs or using a Reinforcement Learning approach. While these methods can serve as a good baseline, they often have room for improvement. We are specifically interested in performance on longer videos instead of the short videos in scientific datasets. We are looking for a student that wants to tackle these problems in a master thesis.

Furthermore:

We are looking for a student who:

  • Is proficient in Python

  • Has experience with Pythons deep learning packages (PyTorch is our “weapon of choice”)

  • Has some experience with complex machine learning models like GANs and LSTMs

At Gyver, we provide:

  • A working space at our office in Amsterdam

  • Our own server, suited for training deep learning models

  • Access to scientific datasets, as well as our own dataset

  • A great team with a casual atmosphere, free lunch and friday drinks

  • Type vacature

    Afstudeeronderzoek

  • Vakgebied

    Data

  • Start stageperiode

    oktober 2020

  • Vergoeding

    € 350 p/m

  • Contact

    info@gyver.nl

Werken bij summy

At summy, we create AI-driven video summarizations, retelling the story in less time, without losing the magic.

Meer over summy summy.global
  • Type bedrijf

    Klein (< 20)

  • Locatie

    Amsterdam

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