Welcome to 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.
Remove duplicate images from a dataset
Turn your data into a FiftyOne Dataset and automatically find and remove duplicate and near-duplicate images from your dataset.
Add model predictions to a dataset
Add FiftyOne to your model training and analysis loop to visualize and analyze your model's predictions.
Draw labels on samples
Render labels on the samples in your FiftyOne Dataset with a single line of code.
Convert dataset formats on disk
Use FiftyOne's powerful dataset import/export features to convert your datasets on disk between standard (or custom) formats.
Compute detection mistakenness
Use the FiftyOne Brain's mistakenness feature to find annotation errors in your object detections.
Easily merge datasets on disk or in-memory using FiftyOne; e.g., to add a new set of model predictions to a dataset.
Import datasets in custom formats
Write your own custom DatasetImporter and use it to import datasets in your custom format into FiftyOne.
Export datasets in custom formats
Write your own custom DatasetExporter and use it to export a FiftyOne Dataset to disk in your custom format.
Parse samples in custom formats
Write your own custom SampleParser and use it to add samples in your custom format to a FiftyOne Dataset.
Check out the fiftyone-examples repository for more examples of using FiftyOne!