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Would an AI caption generator view this glass as half full or half empty?

Arif Janmohamed

@arifj

Oct 15, 2019

AI would be able to differentiate if it’s juuuust over halfway or juuuuust under halfway

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Labels: glass, water, full, empty, half full, half empty, hydrogen peroxide, transparent liquid.

2:56 AM · Oct 15, 2019Twitter for iPhone

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Hydrogen Peroxide??? Seems like an annotation error.

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Classic bias problem with supervised learning. For water level at 50% it would depend how many samples with labels “half full” and how many with “half empty” you used.