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#dataannotation #datalabeling #artificialintelligence #machinelearning
Published: 2023-09-15 06:12:38 +0000 UTC; Views: 138; Favourites: 0; Downloads: 0
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Description
Humans possess unique cognitive abilities that enable them to understand context, interpret ambiguous information, and apply common sense. In data labeling , human annotators bring domain expertise, intuition, and cultural awareness to the table. Their ability to grasp complex concepts and recognize subtle patterns makes them invaluable in handling unstructured data like images, audio, and natural language.Moreover, humans can adapt and learn from feedback, continuously improving their labeling accuracy over time. This adaptability is crucial in scenarios where the ground truth might evolve, such as in medical diagnoses or subjective sentiment analysis.
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