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by trobertson
2178 days ago
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The classic (multi-decade problem repeated again, and again, and again...) is face detection. Face detection models continue to get trained by primarily white developers/researches who continue to use primarily white people as their training set. And then they're shocked when their model performs terribly for everyone who isn't of European decent. This case is so pervasive that it gets taught in basically every university that teaches ML - and yet those students go on to repeat the exact problem they were educated against. |
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I guess you didn't watch Asian developments in face recognition closely in the last few years.