Hands-on workshop led by Allen Lee (Machine Learning Engineer, Voxel51) covering FiftyOne Basics, workflows for exploring, understanding, and curating computer vision data, and how FiftyOne represents and slices unstructured data. The second half is an introduction to FiftyOne hands-on: 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 from the data. Prerequisites: working knowledge of Python and basic computer vision.
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Event
July 2023 - Getting Started with FiftyOne Computer Vision Workshop
Activities tracked
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When: July 26, 2023 at 8 AM PDT (11:00 AM EDT / 15:00 UTC) for 90 minutes
Zoom: https://voxel51.com/computer-vision-events/fiftyone-workshop-7-26-2023/
Want greater visibility into the quality of your computer vision datasets and models? Then join Allen Lee, machine learning engineer 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.
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