The Data Driven Podcast welcomed Iva Gumnishka, the Founder and CEO of Humans In the Loop, a social enterprise that provides ethical humans-in-the-loop workforce solutions to power the AI industry.
Some of the topics that Iva and I discussed:
  • Training artificial intelligence models
  • Where humans come into play in object identification
  • The use of neural networks
  • The importance of taxonomies and classes
  • Model iterations and data drift
  • Data collection in controlled environments versus out in the wild
  • Identifying an object versus understanding the meaning of that object
  • Data annotation is frequently undervalued but is extremely important