Anti-bias ML for computer vision

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Human biases are well-documented, from implicit association tests that demonstrate biases we may not even be aware of, to field experiments that demonstrate how much these biases can affect outcomes.
Over the past few years, society has started to wrestle with just how much these human biases can make their way into artificial intelligence systems with harmful results. At a time when many companies are looking to deploy AI systems across their operations, being acutely aware of those risks and working to reduce them is an urgent priority.