[P] CleanVision: Audit your Image Data for better Computer Vision

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • cleanvision

    Automatically find issues in image datasets and practice data-centric computer vision.

  • Github: https://github.com/cleanlab/cleanvision

  • amplify

    Bacalhau Amplify: automatic enrichment, enhancement, and explanation of your data (by bacalhau-project)

  • Nice! Thanks for this. Will try this in a project I'm working on: https://github.com/bacalhau-project/amplify/issues/26

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • cleanvision-examples

    Notebooks demonstrating example applications of the cleanvision library

  • And a 5min tutorial notebook: https://github.com/cleanlab/cleanvision-examples/blob/main/tutorial.ipynb

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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