000			01900nam a2200385 i 4500
003			MX-MxUI
001			709539
005			20240105154227.0
008			230925t20212021nyu|a|d|r|||| 001 0 eng d
020			_a9781617296741
035			_a451498
040			_aMX-MxUI _bspa _erda _cMX-MxUI _dMX-MxUI
050		4	_aQ 325.5 _bM66.2021
100	1		_aMonarch, Robert (Munro) _9199007 _eautor
245	1	0	_aHuman in the loop machine learning : _bactive learning and annotation for human-centered AI / _cRobert (Munro) Monarch, foreword by Christopher D. Manning.
250			_aPrimera edición
264		1	_aShelter Island, NY : _bManning Publications, _c2021,
264		4	_c©2021
300			_axxiii, 399 páginas : _bilustraciones, gráficas ; _c24 cm
336			_atexto _btxt _2rdacontent
337			_asin mediación _bn _2rdamedia
338			_avolumen _bnc _2rdacarrier
500			_aIncluye índice
520			_aThis 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.
650		0	_aMachine learning
650		4	_aAprendizaje automático (Inteligencia artificial) _9167831
650		0	_aHuman-computer interaction.
650		4	_aInteracción hombre-computadoras _9167982
700	1		_aManning, Christopher D. _9199009 _eautor de contenido textual suplementario
942			_cNEWBFXC1 _2lcc
980			_6128858 _aNORMA ALICIA MARTINEZ HERNANDEZ _851 _gRonald RUIZ
999			_c709539 _d709539