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The rise of deep learning relies on massive datasets where individual image quality and annotation accuracy are often assumed rather than verified.

Recommendations for automated "cleaning" of datasets based on high-loss samples. 148_1000.jpg

Summary of how individual data point audits can lead to more robust AI models. The rise of deep learning relies on massive