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Published: 22/05/2023

DAC.digital & PyData Trójmiasto - join the meeting and learn more about Satellite on-board data processing

Join the 25th edition of PyData meetup on the 6th of June in Gdansk! Meet and speak to Michał Affek – Embedded Machine Learning Researcher at DAC.digital, who will give a presentation on Satellite on-board data processing.

Agenda

18:00 – 18:05 – Meeting boarding
18:05 – 18:10 – A few words about PyData
18:10 – 18:50 – Bringing time sensitive applications to the mobile edge by Mateusz Mul (Open Sesame Media, Inc.)
18:50 – 19:30 – Satellite on-board data processing by Michał Affek (DAC.digital)
19:30 – 19:45 – Pizza break!
19:45 – 20:25 – Continual Learning by Sebastian Cygert (IDEAS NCBR)
20:25 – Networking

Satellite on-board data processing

The topic revolves around data processing on remote a edge device. Namely, challenges related to such low-resource computing with the use of NVIDIA’s Jetson platform will be presented. A brief introduction to machine learning algorithms, followed by an in depth explanation of performance optimization methods for their use with limited resources in a harsh environment.

Key points:

  • types of data generated by satellites (broadly)
  • edge computational devices suitable for space projects
  • methods for neural network optimizations

Our speaker

Michał Affek

Michał Affek is an Embedded Machine Learning Researcher at DAC.digital. He is currently enrolled in an industrial PhD programme at the Gdansk University of Technology. His main interests are remote sensing (processing done specifically on satellites), machine learning algorithms for edge devices, and parallel computing.

michal_affek

PyData Trójmiasto

PyData Trójmiasto is a series of meetings dedicated to Data Science, Machine Learning, and Artificial Intelligence. The event aims to build a local community through exchanging knowledge and experience. It is where the latest trends in the field of artificial intelligence are discussed, as well as where ideas, research, and ventures developed locally are presented.

Key information about the event

Entry:
FREE

Get your ticket for free entrance

Where?
Gdansk Science And Technology Park
Trzy Lipy 3, 80-172 Gdańsk
Building C, Room FGH

When?
6.06.2023
18:00-21:00

Watch our previous presentation on PyData Trójmiasto by Jan Glinko – Machine Learning Researcher at DAC.digital, who was speaking about Meta-learning.

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