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File:A trainer instructing a data annotator on how to label images by Nacho Kamenov & Humans in the Loop.jpg

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English: Data annotation is becoming a professional field of its own, with many annotators working on it as full-time employees, following complex guidelines, and using a variety of different tools and platforms. What used to be considered 'menial' and 'low-skilled' work, is today a nascent field with its own complexities and skills requirements, which involves extensive training and specializing in different modalities: video labeling, medical imagery labeling, 3D LiDar labeling, and so on. It is important to recognize the value that data annotators bring and their expertise, in order to uplift them from the 'ghost work' position in which they are now.
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来源 BBC, Better Images of AI, https://betterimagesofai.org/images
作者 Nacho Kamenov and Humans in the Loop

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A man and a woman are shown looking at a screen together to visualise the human work needed to correctly label images and other data

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