Trends in Fairness and AI Ethics with Timnit Gebru - #336
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
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Questioning the use of facial attribute datasets in computer vision
The data set, CelebA, containing 40 facial attributes is widely utilized in computer vision, even in discussions about fairness. However, there are concerns about the ethics of using datasets with attributes like attractiveness labeled. People question the necessity of having such labels and raise concerns about who annotated the data and the potential implications of using these models.
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