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:
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Training artificial intelligence models
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Where humans come into play in object identification
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The use of neural networks
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The importance of taxonomies and classes
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Model iterations and data drift
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Data collection in controlled environments versus out in the wild
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Identifying an object versus understanding the meaning of that object
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Data annotation is frequently undervalued but is extremely important
