はてなブックマーク

Cleanlab’s open-source library helps you clean data and labels by automatically detecting issues in a ML dataset. To facilitate machine learning with messy, real-world data, this data-centric AI package uses your existing models to estimate dataset problems that can be fixed to train even better models. Examples of various issues in Cat/Dog dataset automatically detected by cleanlab via this code: