Synthetic data – data balancing and data augmentation

Synthetic Data allows for intelligent data balancing in datasets. For example, this allows you to balance back certain groups of people that are underrepresented or overrepresented.

Data augmentation with synthetic data

OUR SOLUTION

BALANCE YOUR DATA WITH SYNTHETIC DATA

Data balancing with Synthetic Data

The Syntho artificial intelligence (AI) software (i.e. Syntho Engine) will be used to reduce ‘algorithmic biasesand discrimination, by supplementing shortages of training data (whereby certain groups of people are underrepresented), and by correcting colored data from the past (whereby certain groups of people are negatively under- or overexposed) through the generation of ‘fair’ synthetic data. In the figure above, we see an example of an input dataset with an improper balance between genders (left). After training the Syntho Engine on this data and correcting for imbalances, a new synthetic dataset is generated that balances males and females (right).

Why our customers use synthetic data

Build a strong foundation to realize data-driven innovation with ...

1

LESS RISK

Less risk with synthetic data

2

MORE DATA

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3

FASTER DATA ACCESS

Syntho - synthetic data software to for faster data access in data driven innovation.innovation.

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