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Limitations of ITA for Skin Type Estimation Under Uncontrolled Imaging Conditions

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Background: Accurately assessing skin color diversity is essential for evaluating whether image datasets without explicit skin type labels are sufficiently diverse for training deep learning models. Traditional methods, such as t... ...