How to Generate Synthetic Data with Sketch

View the original post

Excited about synthetic data? Maybe you’ve read my article about how design fits into the machine learning process, and the power of synthetic data. When you don’t have access to a clean public dataset, generating synthetic data can be a powerful way to bootstrap your models. And synthetic data has its advantages. You spend much less time on data cleaning and can reduce bias during data generation by including a balanced number of examples. And Sketch randomly distributes images and text values to avoid bias.

Want to create some synthetic data of your own? This tutorial shows you how to create synthetic