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.

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

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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

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