Faulty or Ready? Handling Failures in Deep-Learning Computer Vision Models until Deployment: A Study of Practices, Challenges, and Needs

Agathe Balayn, Natasa Rikalo, Jie Yang 0028, Alessandro Bozzon. Faulty or Ready? Handling Failures in Deep-Learning Computer Vision Models until Deployment: A Study of Practices, Challenges, and Needs. In Albrecht Schmidt 0001, Kaisa Väänänen, Tesh Goyal, Per Ola Kristensson, Anicia Peters, Stefanie Mueller 0001, Julie R. Williamson, Max L. Wilson 0001, editors, Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023, Hamburg, Germany, April 23-28, 2023. ACM, 2023. [doi]

Authors

Agathe Balayn

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Natasa Rikalo

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Jie Yang 0028

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Alessandro Bozzon

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