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Alexander Melde
Alexander Melde

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Synthetic Data for Action Recognition

I am currently writing my masters thesis about using synthetic videos (generated using game engines) to improve the accuracy of action recognition models.

Stay tuned for more, i will publish first results soon!


Human action recognition in public places is a challenging task. In this thesis a new dataset of actions in public places is presented, which was generated by a 3D simulation. It is then shown that the dataset can be used to improve existing action recognition models.

My Final Project

will be published on after the official examination procedure.

How I built it

what's the stack? did I run into issues or discover something new along the way?

Currently using Unity Game Engine and Keras, more information will be published here after the official examination procedure.

Additional Thoughts / Feelings / Stories

I have the feeling this will lead to a success, stay tuned and follow me here or on GitHub for more information!

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