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FiftyOne Recipes

FiftyOne turbocharges your current workflows, transforming hours of scripting into minutes so that you can focus on your models. Browse the recipes below to see how you can leverage FiftyOne to enhance key parts of your machine learning workflows.

Creating views and using view expressions

Create views to easily query and explore your datasets in FiftyOne.

Basics, Dataset Curation

Removing duplicate images from a dataset

Automatically find and remove duplicate and near-duplicate images from your FiftyOne datasets.

Basics, Dataset Curation

Removing duplicate objects from a dataset

Check out some common workflows for finding and removing duplicate objects from your FiftyOne datasets.

Basics, Dataset Curation

Adding classifier predictions to a dataset

Add FiftyOne to your model training and analysis loop to visualize and analyze your classifier's predictions.

Basics, Model Training

Adding object detections to a dataset

Use FiftyOne to store your object detections and use the FiftyOne App to analyze them.

Basics, Model Training

Draw labels on samples

Render labels on the samples in your FiftyOne Dataset with a single line of code.

Basics, Visualization

Note

Check out the fiftyone-examples repository for more examples of using FiftyOne!