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.

Features

  • pip install fastdup from PyPI
  • Documentation available
  • Explore the results in a interactive web UI
  • Examples available
  • fastdup handles labeled/unlabeled datasets in image or video format, providing a range of features
  • High-quality analysis to identify duplicates/near-duplicates, outliers, mislabels, broken images, and low-quality images
  • Highly scalable, capable of processing 400M images on a single CPU machine. Scales up to billions of images
  • Optimized C++ engine enables high performance even on low-resource CPU machines
  • Runs locally or on your cloud infrastructure. Your data stays where it is

Project Samples

Project Activity

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Categories

Machine Learning

License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-16