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How to Improve Data Labeling Efficiency with Auto-Labeling, Uncertainty Estimates, and Active Learning

How to Improve Data Labeling Efficiency with Auto-Labeling, Uncertainty Estimates, and Active Learning

by Superb AI | Nov 11, 2020 | AutoML, Infrastructure, Labeling, MLOps

In this post we’ll dive into the machine learning theory and techniques that were developed to evaluate our auto-labeling AI at Superb AI. More specifically, how our data platform estimates the uncertainty of auto-labeled annotations and applies it to active...

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