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