MLUGS

Protokoll

Andreas: Simulate Satellites in the night sky for machine learning training

• Detect satellites from stars by recognizing movement -- blurry effect when the satellite is faster
• Generate the satellites into a (pre-)recorded video of the night sky
• Addionally interpolation between the frames
• Code: https://github.com/aerospaceresearch/inthenightsky (private until our paper is done)
• Abstract: https://iafastro.directory/iac/paper/id/70314/summary/
• Slides: https://github.com/hornig/mlugs/tree/main/mlugs_20220517_lightningtalk_simulate-satellites-in-the-night-sky-for-machine-learning-training

Teaser für ML-Workshop Teil 5

• Satelliten von Sternen unterscheiden mit Hilfe von CNNs.
• using UNet with 1frame and 3frames of input images and masks as output
• date: 2022-06-07

Discussion

• bewegliche dinge finden. Tipp: https://en.wikipedia.org/wiki/Hungarian_algorithm

next

• 2022-06-21