FiftyOne

What it does

Good ML models require rapid iteration. FiftyOne helps you visualize and explore your datasets, identify key scenarios, and evaluate your models’ performance. Spend less time wrangling and more time on the science of building better ML models.

FiftyOne is the open-source tool for building high-quality datasets and computer vision models, with dataset visualization, curation, and model evaluation built in.

Everything you need to build, evaluate, and ship better computer vision models. Explore your data in the FiftyOne App. Browse images, videos, and 3D data side-by-side with labels, metadata, and model predictions — all in one interactive view. Reveal hidden structure in your data with embedding visualizations. Mine hard samples, find near-duplicates, and recommend the best data for annotation. Annotation mistakes create an artificial ceiling on model performance. Use FiftyOne to automatically identify possible label mistakes and correct them in-app. Aggregate metrics alone don't give you the full picture. FiftyOne makes it easy to see where your models succeed and fail so you can iterate…from docs.voxel51.com

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  Open-source tool for rapid machine learning experimentation2020 · voxel51.com · ▲5

  FiftyOne is the open-source tool for building high-quality datasets and computer vision models, with dataset visualization, curation, and model evaluation built in.

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  FiftyOne – Explore, Analyze and Curate Visual Datasets2020 · github.com · ▲6

  Refine high-quality datasets and visual AI models. Contribute to voxel51/fiftyone development by creating an account on GitHub.

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