{"id":8620,"date":"2023-12-24T11:49:11","date_gmt":"2023-12-24T11:49:11","guid":{"rendered":"https:\/\/dailyai.com\/?p=8620"},"modified":"2023-12-24T11:52:04","modified_gmt":"2023-12-24T11:52:04","slug":"ai-finally-solves-the-mystery-behind-a-renaissance-painting","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2023\/12\/ai-finally-solves-the-mystery-behind-a-renaissance-painting\/","title":{"rendered":"AI l\u00f6ser \u00e4ntligen mysteriet bakom en ren\u00e4ssansm\u00e5lning"},"content":{"rendered":"

I \u00e5rhundraden har debatten p\u00e5g\u00e5tt om huruvida Rafael verkligen var konstn\u00e4ren bakom ren\u00e4ssansm\u00e5lningen Madonna della Rosa eller inte. Forskare anv\u00e4nde maskininl\u00e4rning f\u00f6r att l\u00f6sa mysteriet.<\/strong><\/p>\n

N\u00e4r konsthistoriker f\u00f6rs\u00f6ker tillskriva en m\u00e5lning till en konstn\u00e4r inneb\u00e4r deras beslut en m\u00e4ngd tester. De kontrollerar materialens kemiska sammans\u00e4ttning, g\u00f6r r\u00f6ntgenunders\u00f6kningar, sp\u00e5rar upp proveniensen och l\u00e5ter experter granska de minsta detaljerna i de m\u00e5lade scenerna.<\/p>\n

\u00c4ven efter allt detta har vissa m\u00e5lningar som Madonna della Rosa fortfarande experter som argumenterar f\u00f6r vem som m\u00e5lade den.<\/p>\n

Den starka misstanken var att m\u00e5lningen var ett verk av ren\u00e4ssansm\u00e4staren Rafael, men det fanns element i m\u00e5lningen som gav anledning till tvivel.<\/p>\n

Madonna della Rosa \u00e4r en m\u00e5lning f\u00f6rest\u00e4llande Maria, Josef, Jesus och barnet Johannes D\u00f6paren. De omr\u00e5den som vissa experter misst\u00e4nkte var m\u00e5lade av en annan konstn\u00e4r var Josefs huvud och rosen l\u00e4ngst ned i m\u00e5lningen.<\/p>\n

L\u00e5t AI ta en titt<\/h2>\n

Hassan Ugail, professor vid University of Bradford, utvecklade en maskininl\u00e4rningsmodell f\u00f6r att analysera m\u00e5lningen och bekr\u00e4fta om Raphael verkligen var konstn\u00e4ren eller inte.<\/p>\n

Ugails modell anv\u00e4nde djup \u00f6verf\u00f6ringsinl\u00e4rning till\u00e4mpad p\u00e5 det djupa neurala n\u00e4tverket ResNet50. ResNet50 anv\u00e4nds ofta i bildigenk\u00e4nningsuppgifter eftersom det \u00e4r riktigt bra p\u00e5 att l\u00e4ra sig komplexa m\u00f6nster i bilder.<\/p>\n

ResNet50 \u00e4r redan f\u00f6rtr\u00e4nat p\u00e5 ett stort dataset med bilder. Transfer learning \u00e4r en maskininl\u00e4rningsteknik d\u00e4r en modell som utvecklats f\u00f6r en uppgift \u00e5teranv\u00e4nds som utg\u00e5ngspunkt f\u00f6r en modell f\u00f6r en annan uppgift. Den h\u00e4r tekniken \u00e4r s\u00e4rskilt anv\u00e4ndbar n\u00e4r du har begr\u00e4nsade data f\u00f6r den nya uppgiften.<\/p>\n

Ugail anv\u00e4nde den f\u00f6rtr\u00e4nade ResNet50-modellen som utg\u00e5ngspunkt och tr\u00e4nade den ytterligare p\u00e5 49 m\u00e5lningar som bekr\u00e4ftades vara av Raphael. Som ett resultat blev modellen en expert p\u00e5 Rafaels verk, fr\u00e5n hans speciella penseldrag, val av f\u00e4rger och kompositioner.<\/p>\n

Ugail s\u00e4ger att modellen kan k\u00e4nna igen autentiska f\u00f6rem\u00e5l med en noggrannhet p\u00e5 98 procent.<\/p>\n

Vem har m\u00e5lat den?<\/h2>\n

N\u00e4r forskarna till\u00e4mpade modellen p\u00e5 Madonna della Rosa visade det sig att det bara var 60% sannolikt att det var ett verk av Raphael.<\/p>\n

Inga goda nyheter f\u00f6r Madrids Prado-galleri som insisterar p\u00e5 att deras m\u00e5lning \u00e4r ett autentiskt Raphael-verk.<\/p>\n

N\u00e4r modellen anv\u00e4ndes f\u00f6r att analysera specifika delar av m\u00e5lningen framtr\u00e4dde sanningen bakom dess skapare.<\/p>\n

\"\"
Delar av m\u00e5lningen Madonna della Rosa identifierade f\u00f6r individuell analys. (Bild \u00e5tergiven under Wikimedia Commons public domain-licens - Raphael artist QS:P170,Q5597 (https:\/\/commons.wikimedia.org\/wiki\/File:Raffaello_Santi_-_Madonna_della_Rosa_(Prado).jpg), \"Raffaello Santi - Madonna della Rosa (Prado)\") K\u00e4lla: Heritage Science Journal<\/a><\/figcaption><\/figure>\n

Modellen kom fram till att de omr\u00e5den som inneh\u00e5ller Maria, Jesus, Johannes D\u00f6paren och till och med den misst\u00e4nkta rosen hade en sannolikhet p\u00e5 90% att vara m\u00e5lade av Raphael.<\/p>\n

Som v\u00e4ntat var Josefs huvud sannolikt m\u00e5lat av en annan konstn\u00e4r, eftersom modellen gav det en sannolikhet p\u00e5 mindre \u00e4n 40% att vara Rafaels verk. N\u00e4r en bes\u00f6kare p\u00e5 Pradogalleriet fr\u00e5gar om det verkligen var Rafael som m\u00e5lade detta verk kan intendenten tryggt svara: \"F\u00f6r det mesta\".<\/p>\n

Medf\u00f6rfattare till tidningen<\/a>Professor Edwards, professor emeritus i molekyl\u00e4r spektroskopi vid University of Bradford, sade: \"AI-programmets analys av v\u00e5rt arbete har slutgiltigt visat att medan de tre figurerna av Madonna, Jesusbarnet och Johannes D\u00f6paren otvetydigt \u00e4r m\u00e5lade av Rafael, \u00e4r den av St Joseph inte det och har m\u00e5lats av n\u00e5gon annan - m\u00f6jligen av Romano, som zur Capellen och andra trodde.\"<\/p>\n

Denna forskning skulle kunna till\u00e4mpas p\u00e5 andra omtvistade verk s\u00e5 l\u00e4nge det finns tillr\u00e4ckligt m\u00e5nga exempel p\u00e5 bekr\u00e4ftade verk att anv\u00e4nda som tr\u00e4ningsdataset. Medf\u00f6rfattaren professor Christopher Brooke, University of Nottingham, s\u00e4ger att denna nya metod f\u00f6r att tillskriva konstverk \"\u00e4r anpassningsbar p\u00e5 s\u00e5 s\u00e4tt att verk av andra konstn\u00e4rer kan unders\u00f6kas med samma teknik, och detta \u00e4r m\u00e5let f\u00f6r framtida forskning.\"<\/p>\n

Det \u00e4r osannolikt att AI kommer att ta \u00f6ver konsthistorikers jobb, och metoden kan inte anv\u00e4ndas uteslutande f\u00f6r att fastst\u00e4lla korrekt tillskrivning av konstverk.<\/p>\n

David G. Stork, adjungerad professor vid Stanford University och medf\u00f6rfattare till artikeln, s\u00e4ger: \"Datormetoder visar sakta men s\u00e4kert att de kan vara till hj\u00e4lp vid traditionella humanistiska studier av konst, men de m\u00e5ste alltid anv\u00e4ndas med en djup f\u00f6rst\u00e5else f\u00f6r det konsthistoriska sammanhanget och resultaten m\u00e5ste f\u00f6rst\u00e5s och tolkas i ett bredare sammanhang av konstkunskap som \u00e4r relevant f\u00f6r det aktuella problemet.\"<\/p>\n

Maskininl\u00e4rning kommer inte att ers\u00e4tta konsthistoriker, men det kommer att vara till stor hj\u00e4lp n\u00e4r det g\u00e4ller att l\u00f6sa vissa gamla problem.<\/p>","protected":false},"excerpt":{"rendered":"

I \u00e5rhundraden har debatten p\u00e5g\u00e5tt om huruvida Rafael verkligen var konstn\u00e4ren bakom ren\u00e4ssansm\u00e5lningen Madonna della Rosa eller inte. Forskare anv\u00e4nde maskininl\u00e4rning f\u00f6r att l\u00f6sa mysteriet. N\u00e4r konsthistoriker f\u00f6rs\u00f6ker tillskriva en m\u00e5lning till en konstn\u00e4r inneb\u00e4r deras beslut en m\u00e4ngd tester. De kontrollerar materialens kemiska sammans\u00e4ttning, g\u00f6r r\u00f6ntgenunders\u00f6kningar, sp\u00e5rar upp ursprunget och l\u00e5ter experter granska de minsta detaljerna i de m\u00e5lade scenerna. Trots allt detta har vissa m\u00e5lningar, som Madonna della Rosa, fortfarande experter som tvistar om vem som har m\u00e5lat den. Den starka<\/p>","protected":false},"author":6,"featured_media":8624,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[150,105],"class_list":["post-8620","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-benefits","tag-machine-learning"],"yoast_head":"\nAI finally solves the mystery behind a Renaissance painting | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/sv\/2023\/12\/ai-finally-solves-the-mystery-behind-a-renaissance-painting\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI finally solves the mystery behind a Renaissance painting | DailyAI\" \/>\n<meta property=\"og:description\" content=\"For centuries the debate has been ongoing as to whether or not Raphael was indeed the artist behind a Renaissance painting called Madonna della Rosa. 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