Getting Started with FiftyOne Workshop

When

March 29, 2023 at 10AM PT [1PM ET / 17:00 UTC] for 90 minutes

Where

Virtual / Zoom

Abstract

Want greater visibility into the quality of your computer vision dataset before training your models? Then join Jacob Marks, PhD, of Voxel51 for this free 90 minute, hands-on workshop to learn how to leverage the open source FiftyOne computer vision toolset.

In the first part of the workshop we’ll cover:

• FiftyOne Basics (terms, architecture, installation, and general usage)

• An overview of useful workflows to explore, understand, and curate your data

• How FiftyOne represents and semantically slices unstructured computer vision data

The second half will be a hands-on introduction to FiftyOne, where you will learn how to:

•  Load datasets from the FiftyOne Dataset Zoo

• Navigate the FiftyOne App

• Programmatically inspect attributes of a dataset

• Add new sample and custom attributes to a dataset

• Generate and evaluate model predictions

• Save insightful views into the data

Prerequisites are a working knowledge of python and basic computer vision. All attendees will get access to the tutorials, videos, and code examples used in the workshop.