talk-data.com talk-data.com

Description

A 90-minute hands-on workshop led by Leila Kaneda, Machine Learning Engineer at Voxel51. Part 1 covers FiftyOne Basics (terms, architecture, installation, and general usage) and an overview of useful workflows to explore, understand, and curate your data, plus how FiftyOne represents and semantically slices unstructured computer vision data. The second half is a hands-on introduction to FiftyOne: loading datasets from the FiftyOne Dataset Zoo, navigating the FiftyOne App, programmatically inspecting attributes of a dataset, adding new samples and custom attributes, generating and evaluating model predictions, and saving insightful views into the data. Prerequisites: working knowledge of Python.