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Encord Active

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Open source active learning framework to improve model performance

Encord Active is an open-source active learning framework used to create actionable workflows to improve data quality with real-world data and labels. Use Encord Active to find failure modes in your models, prioritize high-value data for re-labeling, and drive smart data curation to improve your model performance. The toolkit is flexible, extensible, and scalable. - Discover errors and outliers within your data and labels. - Evaluate your model performance by 25+ quality metrics (annotation quality, brightness, object size, etc.) to discover which features matters for your model. - Create your own custom quality metrics. - Prioritize different actions to improve your dataset (re-labeling, augmenting, or gathering data). Find the repo here: https://github.com/encord-team/encord-active
SUBMITTED BY
Nikolaj Buhl

Founder Associate @ Encord