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Want greater visibility into the quality of your computer vision datasets and models? In this 90 minute workshop, Jacob Marks, PhD, of Voxel51 shows you how to get started with 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
The notebook used second half of the workshop can e found here: https://colab.research.google.com/drive/1dzvfCdza5cmlFX5fIA452TkoZVNV4QZ8?usp=sharing
Join us for a live upcoming workshop: https://voxel51.com/computer-vision-events/
#computervision #artificialintelligence #ai #machine learning #datascience #opensource
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