data-curation

Open-source projects categorized as data-curation
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Language: + Python + TypeScript
Topics: Machine Learning data-centric-ai Deep Learning outlier-detection Computer Vision
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Top 4 data-curation Open-Source Projects

  • fastdup

    fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.

  • spotlight

    Interactively explore unstructured datasets from your dataframe. (by Renumics)

    • Project mention: Renumics/spotlight: Interactively explore unstructured datasets from dataframes | news.ycombinator.com | 2024-03-10

  • 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.

    InfluxDB logo

  • data-centric-AI

    A curated, but incomplete, list of data-centric AI resources. (by daochenzha)

  • awesome-open-data-centric-ai

    Curated list of open source tooling for data-centric AI on unstructured data.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

data-curation related posts

  • Renumics/spotlight: Interactively explore unstructured datasets from dataframes

    1 project | news.ycombinator.com | 10 Mar 2024

  • Open source data analysis software for vehicle data/telemetry - feedback and contributions welcome

    1 project | /r/Python | 16 Nov 2023

  • OSS project: Interactively explore 🤗 datasets with one line of code

    1 project | /r/Python | 27 Oct 2023

  • Show HN: Interactively explore your Hugging Face dataset with one line of code

    1 project | news.ycombinator.com | 25 Oct 2023

  • [P] Quick fine-tuning image classification models from Bing image search

    1 project | /r/MachineLearning | 22 Sep 2023

  • Unstructured Data? No Problem. Spotlight Makes Exploration a Breeze!

    1 project | /r/u_44sps | 15 Sep 2023

  • Unstructured Data? No Problem. Spotlight Makes Exploration a Breeze!

    1 project | /r/u_44sps | 9 Sep 2023
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 10 May 2024
    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. Learn more →

Index

What are some of the best open-source data-curation projects? This list will help you:

Project Stars
1 fastdup 1,412
2 spotlight 1,014
3 data-centric-AI 990
4 awesome-open-data-centric-ai 680

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