How many humans are feeding GumGum's machine learning with data?

Machine Learning model development involves contributions from many people. It's hard to provide a precise static number, as the Verity team runs multiple data collection and data labeling jobs at any given time, each with different requirements. In terms of model development and Q.A., we have a full-time in-house team of data scientists with specializations in image sciences, (a.k.a. Computer Vision) and linguistics (a.k.a. Natural Language Processing). To accomplish the data collection and annotation tasks required to develop our models, we leverage both a dedicated in-house team and a globally distributed flexible workforce of human annotators who implement our data labeling practices.