TY  - BOOK
AU  - Monarch,Robert (Munro)
AU  - Manning,Christopher D.
TI  - Human in the loop machine learning: active learning and annotation for human-centered AI / 
SN  - 9781617296741
AV  - Q 325.5 M66.2021
PY  - 2021///,
CY  - Shelter Island, NY : 
PB  - Manning Publications, 
KW  - Machine learning
KW  - Aprendizaje automático (Inteligencia artificial)
KW  - Human-computer interaction
KW  - Interacción hombre-computadoras
N1  - Incluye índice
N2  - This book 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
ER  -