دانلود کتاب Computational Formalism. Art History and Machine Learning

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Contents
Series Foreword
Acknowledgments
Introduction: Return to Form
Machine Learning and Computer Vision
The New Science Wars
Digital Art History
Objectivity and Cultural Studies
Art History and Objectivity
Computational Formalism
Questions of Style
1. The Shape of Data
Digitization and Dataset Creation
The Semantic Gap
Artificial ArtHistorian
Image Selection
Image Categorization
Stylistic Determinism
Style Unsupervised
Stylistic Devices
2. Deep Connoisseurship
Cat, Dog, or Virgin Mary?
Value, Fame, and the Artist’s Hand
Opening the Black Box
The Business of Authenticity
Next-Level Forgeries and Fakes
An Artificial Artist?
Poor Images
3. Conclusion: Man, Machine, Metaphor
The Rise of the Humanities Lab
Foreign Metaphors as Interdisciplinary Tool
Appendix: Classification by Artistic Style, Publications in Computer Science, 2005–2021, Including the Development and Utilization of Fine Art Datasets
Notes
Introduction
Chapter 1
Chapter 2
Chapter 3
Appendix
Index