Getting Started with FiftyOne Computer Vision Workshop: Section 1 - Introduction and Housekeeping скачать в хорошем качестве

Getting Started with FiftyOne Computer Vision Workshop: Section 1 - Introduction and Housekeeping

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. 0:22 - The villain of machine learning: bad data 0:55 - Build better datasets 1:08 - FiftyOne App teaser 1:52 - Introducing VoxelGPT 2:26 - Workshop agenda 3:09 - About the instructor 3:16 - About Voxel51 3:41 - Prerequisites 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/dri... Join us for a live upcoming workshop: https://voxel51.com/computer-vision-e... #computervision #artificialintelligence #ai #machine learning #datascience #opensource