A 90-minute, hands-on workshop led by Jacob Marks, PhD (Voxel51) introducing the FiftyOne open-source computer vision toolset. The session covers FiftyOne Basics (terms, architecture, installation, and general usage), an overview of useful workflows to explore, understand, and curate data, and how FiftyOne represents and semantically slices unstructured computer vision data. The second half provides a hands-on introduction to FiftyOne, including loading datasets from the FiftyOne Dataset Zoo, navigating the FiftyOne App, programmatically inspecting dataset attributes, adding new samples and custom attributes, generating and evaluating model predictions, and saving insightful views into the data.
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Event
Getting Started with FiftyOne Workshop (Americas)
Activities tracked
1
Zoom Registration https://voxel51.com/computer-vision-events/getting-started-with-fiftyone-workshop-jun-28/
About the Workshop 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 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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