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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
Categories
Machine LearningLicense
MIT LicenseFollow fastdup
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