Using GAN for generating artificial data

Why generating artificial data?

Sometimes, I can not save the data I am currently working on and bring them outside of the customer’s premises — most of the times for privacy or security reasons. Having the possibility of working on some data for which I could not provide a suitable model is a good way to keep improving. I am a firm believer in the importance of Agile retrospectives. Having artificial data is an excellent technique to experiment with different approaches I did not have the time to explore during a project.

This is the reason that led me to study and dig into…