FiftyOne is described as 'Provides the building blocks for optimizing your dataset analysis pipeline, including visualizing complex labels, evaluating your models, exploring scenarios of interest, identifying failure modes, finding annotation mistakes, and much more!' and is an app. There are eight alternatives to FiftyOne for a variety of platforms, including Web-based, Python, SaaS, Mac and Windows apps. The best FiftyOne alternative is LabelMe Annotation Tool, which is both free and Open Source. Other great apps like FiftyOne are Annotable, Labeling AI, Dataloop AI and DataChain.
LabelMe is an annotation tool writen in Javascript and Perl for online image labeling. You can access the tool from anywhere and people can help you to annotate your images without them having to install or copy a large dataset onto their computers.
Annotable is a feature-packed image annotation app that makes it easy to annotate screenshots, pictures and more on mobile.
Labeling AI is a deep learning-based technology that automatically labels large amounts of data based on a small amount of pre-labeled data available.
DataLoop’s mission is to supply organizations with the solution to rapidly develop and deploy AI products with high accuracy at a minimal cost.
DataChain builds a suite of tools for data preprocessing and management, experiment tracking, ML models versioning, and pipeline automation.
Snap Markup provides various draw tools like free draw, rectangle, triangle, line, arrow, circle, numbers, brazier curve, rotations, text and crop.
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