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How Active Learning Can Improve Your Computer Vision Pipeline

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Balanced Dataset Creation Balanced Dataset Creation refers to active learning's ability to select samples that ensure proper representation across different classes and scenarios, especially in cases of imbalanced data distribution.   Overview of the types of active learning | Source : Settles, B.