Getting Started with FiftyOne Workshop
June 28, 2023: 10 AM PDT / 1:00 PM EDT / 17:00 UTC
When
June 28, 2023 at 10 AM PDT [1:00 PM EDT / 17:00 UTC] for 90 minutes
Where
Virtual / Zoom
Abstract
Want greater visibility into the quality of your computer vision datasets and 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.
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About the Instructor
Jacob Marks is a Machine Learning Engineer and Developer Evangelist at Voxel51, where he helps bring transparency and clarity to the world’s data. He is passionate about education, and brings years of experience teaching, TAing, and tutoring to this workshop. Prior to joining Voxel51, Jacob founded a startup to help emerging musicians connect and share creative content with fans. Before that, he worked at Google X, Samsung Research, and Wolfram Research. In a past life, Jacob was a theoretical physicist. In 2022, he completed his Ph.D. at Stanford, where he investigated quantum phases of matter.