Computational Formalism: Art History and Machine Learning. Amanda Wasielewski, Amanda Wasielewski
Computational-Formalism-Art.pdf
ISBN: 9780262545648 | 200 pages | 5 Mb
- Computational Formalism: Art History and Machine Learning
- Amanda Wasielewski, Amanda Wasielewski
- Page: 200
- Format: pdf, ePub, fb2, mobi
- ISBN: 9780262545648
- Publisher: MIT Press
Free ebooks magazines download Computational Formalism: Art History and Machine Learning
Overview
How the use of machine learning to analyze art images has revived formalism in art history, presenting a golden opportunity for art historians and computer scientists to learn from one another. Though formalism is an essential tool for art historians, much recent art history has focused on the social and political aspects of art. But now art historians are adopting machine learning methods to develop new ways to analyze the purely visual in datasets of art images. Amanda Wasielewski uses the term “computational formalism” to describe this use of machine learning and computer vision technique in art historical research. At the same time that art historians are analyzing art images in new ways, computer scientists are using art images for experiments in machine learning and computer vision. Their research, says Wasielewski, would be greatly enriched by the inclusion of humanistic issues. The main purpose in applying computational techniques such as machine learning to art datasets is to automate the process of categorization using metrics such as style, a historically fraught concept in art history. After examining a fifteen-year trajectory in image categorization and art dataset creation in the fields of machine learning and computer vision, Wasielewski considers deep learning techniques that both create and detect forgeries and fakes in art. She investigates examples of art historical analysis in the fields of computer and information sciences, placing this research in the context of art historiography. She also raises questions as which artworks are chosen for digitization, and of those artworks that are born digital, which works gain acceptance into the canon of high art.
Download more ebooks:
Download Pdf Le dico de l'immo - Dictionnaire de référence des mots de l'immobilier
Download PDF The Great Patriot BUY-cott Book: The Great Conservative Companies to BUY From & Invest In! by Wayne Allyn Root, Nicky Billou, Wayne Allyn Root, Nicky Billou
[PDF/Kindle] Cessez de vous corriger! - Réveillez-vous! Tout va bien! by Anthony De Mello
LA MUERTE EN VENECIA leer el libro
Descargar PDF THE MOONSTONE (BLACK CAT. READING AND TRAINING) (+ AUDIO CD) (B2. 1)
[PDF/Kindle] BRAINSTORM, ME VA A EXPLOTAR EL CEREBRO (FILA JOVEN) descargar gratis
ANNA leer epub NICCOLO AMMANITI
LA LUZ QUE FUIMOS leer epub ANTONIO MANUEL
{epub descargar} EL PROGRAMADOR PRAGMATICO (EDICION ESPECIAL)
PDF EPUB Download Swan Song by Edmund Crispin, Edmund Crispin Full Book
Descargar [PDF] {EPUB} LAS TINIEBLAS Y EL ALBA
0コメント