Human-in-the-Loop Machine Learning

Munro, Rob (author.). Safari, an O'Reilly Media Company. (Added Author).

Summary: Human-in-the-Loop Machine Learning lays out methods for humans and machines to work together effectively. You'll find best practices on selecting sample data for human feedback, quality control for human annotations, and designing annotation interfaces. You'll learn to create training data for labeling, object detection, and semantic segmentation, sequence labeling, and more. The book starts with the basics and progresses to advanced techniques like transfer learning and self-supervision within annotation workflows.

Record details

ISBN: 9781617296741
Physical Description: 1 online resource (424 pages)
remote
electronic resource
Edition: 1st edition.
Publisher: Manning Publications, 2021.

Content descriptions

Information Relating to Copyright Status:	© 2021 Manning Publications Co. All rights reserved. 2021
Issuing Body Note:	Made available through: Safari, an O'Reilly Media Company.
Source of Description Note:	Online resource; Title from title page (viewed July 19, 2021)