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Getting Started with FiftyOne Workshop

May 29, 2024 | 9 AM PT, 16:00 UTC

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About the Workshop

Want greater visibility into the quality of your computer vision datasets and models? Then join Allen Lee, Sr. Machine Learning Engineer and Customer Success at 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.

About the Instructor

allen lee headshot

Allen Lee
Sr. Machine Learning Engineer and Customer Success

Allen Lee is a Machine Learning Engineer at Voxel51, where he is helping build the world’s leading platform for data-centric computer vision and machine learning. He is passionate about computer vision and computing and has worked in these fields for many years. Most recently he spent over ten years as co-founder of a thriving scientific software consultancy. Allen has degrees from Rice University and MIT and lives in New Jersey with his family.