Inherent Bias in Image Dataset Labelling
To what extent do a persons own biases 'contaminate' the fairness of a dataset during the labelling process? Are such ethical issues an inherent problem - i.e. is it ever possible to separate a persons own perspectives and biases from this process?
2 Answers
Answered: 11 months, 1 week ago
By: Agavornik
Kate Crawford and Trevor Paglen, “Excavating AI: The Politics of Training Sets for Machine Learning (September 19, 2019) https://excavating.ai
Answered: 11 months, 1 week ago
By: Hollytibble
Yeah this is a really important consideration when you don't have a 'gold standard' label, like 'death' but something more objective.
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