GANs for Synthetic Data Generation

A practical guide to generating synthetic data using open-sourced GAN implementations

The advancements in technology have paved the way for generating millions of gigabytes of real-world data in a single minute, which would be great for any organization or individual in utilizing the data. However, a large amount of time and resources would be consumed in cleaning, processing, and extracting vital information from the mounds of data.

The answer to handling such a problem is by generating synthetic data. …

artificial intelligence data deep learning gans generation generative-adversarial synthetic data