Dec 2023 - Getting Started with FiftyOne Computer Vision Workshop
68 participants de 12 groupes organisant
Détails
When: Dec 6, 2023 at 8 AM PDT (11 AM EST / 16:00 UTC) for 90 minutes
Zoom: https://voxel51.com/computer-vision-events/fiftyone-workshop-dec-6/
Want greater visibility into the quality of your computer vision datasets and models? Then join Dan Gural, 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.
