Encord Active is an open-source toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling to supercharge model performance. Encord Active has been designed as a all-in-one open source toolkit for improving your data quality and model performance. Use the intuitive UI to explore your data or access all the functionalities programmatically. Discover errors, outliers, and edge-cases within your data - all in one open source toolkit. Get a high level overview of your data distribution, explore it by customizable quality metrics, and discover any anomalies. Use powerful similarity search to find more examples of edge-cases or outliers.

Features

  • The open source active learning toolkit for computer vision
  • Enhance data quality and model performance
  • Ensure high quality training data for computer vision
  • Understand your data distribution
  • Surface outliers
  • Find similar images

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Categories

Data Quality

License

Apache License V2.0

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Additional Project Details

Programming Language

Python

Related Categories

Python Data Quality Tool

Registered

2023-06-12