Shypd.aiThe largest open index of AI toolsfastdup is an open-source data cleaning and prep tool that rapidly generates insights from image and video datasets. It enhances image and label quality while reducing data operation costs with unmatched scalability.
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fastdup is a powerful, free, and open-source tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability. The tool can process labeled or unlabeled datasets in image or video format, offering features like identifying duplicates/near-duplicates, outliers, mislabels, broken images, and low-quality images. It is highly scalable, capable of processing hundreds of millions of images on a single CPU machine and scaling up to billions. Optimized with a C++ engine, fastdup delivers high performance even on low-resource CPU machines and runs locally or on your cloud infrastructure, ensuring data privacy. It supports major operating systems like MacOS, Linux, and Windows, and offers easy integration with Python.
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