Latest in: Foundational knowledge
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Does augmented data capture the same thing as real data? Our method validity experiments 

Or how I learned to stop worrying and love "fake" data. A question we at neurocat often get about the augmented data we generate with aidkit is whether it is as good as real …
September 27, 2023
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Adding rain augmentations to images: How and why we create realistic augmented data

While we at neurocat create many types of data augmentations, we are especially proud of our rain augmentation. Rain is complex and diverse. Realistically capturing this requires creative thinking and tricky implementation. So today …
September 6, 2023
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Differences in the autonomous vehicle landscape: Observations from America and perspectives for Europe

Florens Gressner, CEO of neurocat GmbH It is often said that Americans and Germans share a love of their cars. But do they share the same love for autonomous cars? I recently embarked upon …
June 13, 2023
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Why we test: A look at the oft unspoken reasons we test ML perception

Testing is a natural step in the development of machine-learning models for use in perception components of autonomous vehicles. It is so natural, that it is unquestioned. We include it automatically, without reflection.  But …
May 11, 2023
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Avoiding Sisyphean data campaigns: The role of augmented and synthetic data

In Greek mythology Sisyphus was sentenced, as punishment for avoiding death, to roll a rock up a hill only for it to roll back down for all eternity.  The fate of Sisyphus is today …
May 2, 2023

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