Search Results for author: Felipe Godoy

Found 2 papers, 0 papers with code

An Empirical Study of Automated Mislabel Detection in Real World Vision Datasets

no code implementations2 Dec 2023 Maya Srikanth, Jeremy Irvin, Brian Wesley Hill, Felipe Godoy, Ishan Sabane, Andrew Y. Ng

We then apply SEMD to multiple real world computer vision datasets and test how dataset size, mislabel removal strategy, and mislabel removal amount further affect model performance after retraining on the cleaned data.

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