Latest in: augmentation
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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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The importance of scaling your perception testing: Cost, time, and completeness

The testing of a perception model is an underappreciated step in ADAS/ADS development. With time-consuming collection and complicated model training done, confidence in swift validation and the enthusiasm for integration and deployment are high. …
August 2, 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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