talk-data.com

When April 24, 2024 at 9 AM Pacific for 90 minutes

Where Virtually over Zoom: https://voxel51.com/computer-vision-events/getting-started-with-fiftyone-workshop-april-24-2024/

About the Workshop 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.

Hands-on FiftyOne: 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.

A hands-on workshop introducing FiftyOne basics (terms, architecture, installation, and general usage) and workflows to explore, understand, and curate data, followed by a second half focused on a hands-on introduction to FiftyOne: loading datasets from the FiftyOne Dataset Zoo, navigating the FiftyOne App, programmatically inspecting attributes, adding new samples and custom attributes, generating and evaluating model predictions, and saving insightful views.

First part of the workshop covering FiftyOne basics (terms, architecture, installation, and general usage), plus an overview of useful workflows to explore, understand, and curate your data, and how FiftyOne represents and semantically slices unstructured computer vision data.

Hands-on workshop covering FiftyOne basics (terms, architecture, installation, and general usage) and useful workflows to explore, understand, and curate data, followed by a hands-on introduction to FiftyOne (loading datasets from the FiftyOne Dataset Zoo, navigating the FiftyOne App, inspecting dataset attributes, adding samples and custom attributes, generating and evaluating model predictions, and saving insightful views).