{"id":2680,"date":"2023-07-18T20:48:46","date_gmt":"2023-07-18T20:48:46","guid":{"rendered":"https:\/\/dailyai.com\/?p=2680"},"modified":"2023-07-18T21:23:28","modified_gmt":"2023-07-18T21:23:28","slug":"ai-image-generators-quality-suffers-when-trained-on-ai-generated-data","status":"publish","type":"post","link":"https:\/\/dailyai.com\/da\/2023\/07\/ai-image-generators-quality-suffers-when-trained-on-ai-generated-data\/","title":{"rendered":"Kvaliteten af AI-billedgeneratorer forringes, n\u00e5r de tr\u00e6nes p\u00e5 AI-genererede data"},"content":{"rendered":"<p><b>En ny unders\u00f8gelse viser, at tr\u00e6ning af AI-billedgeneratorer med AI-genererede billeder i sidste ende f\u00f8rer til en betydelig reduktion af outputkvaliteten.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Baraniuk og hans team demonstrerede, hvordan denne problematiske AI-tr\u00e6ningssl\u00f8jfe p\u00e5virker generative AI'er, herunder StyleGAN og diffusionsmodeller. Disse er blandt de modeller, der bruges til AI-billedgeneratorer som Stable Diffusion, DALL-E og MidJourney.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I deres <a href=\"https:\/\/arxiv.org\/abs\/2307.01850\">eksperiment<\/a>Teamet tr\u00e6nede AI'erne p\u00e5 enten AI-genererede eller virkelige billeder. 70.000 rigtige menneskeansigter fra Flickr.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">N\u00e5r hver AI blev tr\u00e6net p\u00e5 sine egne AI-genererede billeder, begyndte StyleGAN-billedgeneratorens output at vise forvr\u00e6ngede og b\u00f8lgede visuelle m\u00f8nstre, mens diffusionsbilledgeneratorens output blev mere uskarpt.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">I begge tilf\u00e6lde resulterede tr\u00e6ning af AI'er p\u00e5 AI-genererede billeder i et tab af kvalitet.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">En af de <\/span><span style=\"font-weight: 400;\">unders\u00f8gelse<\/span><span style=\"font-weight: 400;\"> forfatterne, Richard Baraniuk fra Rice University i Texas, advarer: \"Der vil v\u00e6re en glidebane til at bruge syntetiske data, enten bevidst eller ubevidst.\"<\/span><\/p>\n<figure id=\"attachment_2681\" aria-describedby=\"caption-attachment-2681\" style=\"width: 1270px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2681 size-full\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/lossofquality.png\" alt=\"AI-billedgenerator\" width=\"1270\" height=\"853\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/lossofquality.png 1270w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/lossofquality-300x201.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/lossofquality-1024x688.png 1024w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/lossofquality-768x516.png 768w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/lossofquality-370x249.png 370w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/lossofquality-800x537.png 800w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/lossofquality-20x13.png 20w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/lossofquality-740x497.png 740w, https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/lossofquality-71x48.png 71w\" sizes=\"auto, (max-width: 1270px) 100vw, 1270px\" \/><figcaption id=\"caption-attachment-2681\" class=\"wp-caption-text\">Jo mere AI-modeller tr\u00e6nes p\u00e5 syntetiske billeder, jo mere uskarpe bliver deres resultater. Kilde: <a href=\"https:\/\/arxiv.org\/abs\/2307.01850\">Rice Universitet<\/a>.<\/figcaption><\/figure>\n<p><span style=\"font-weight: 400;\">Selvom faldet i billedkvalitet blev reduceret ved at v\u00e6lge AI-genererede billeder af h\u00f8jere kvalitet til tr\u00e6ning, f\u00f8rte det til et tab af billeddiversitet.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Forskerne fors\u00f8gte ogs\u00e5 at inkorporere et fast s\u00e6t rigtige billeder i tr\u00e6ningss\u00e6t, der prim\u00e6rt indeholdt AI-genererede billeder, en metode, der nogle gange bruges til at supplere sm\u00e5 tr\u00e6ningss\u00e6t.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Men det forsinkede kun faldet i billedkvalitet - det virker uundg\u00e5eligt, at jo mere AI-genereret data, der kommer ind i tr\u00e6ningsdatas\u00e6ttene, jo d\u00e5rligere bliver resultatet. Det er bare et sp\u00f8rgsm\u00e5l om hvorn\u00e5r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Rimelige resultater blev opn\u00e5et, da hver AI blev tr\u00e6net p\u00e5 en blanding af AI-genererede billeder og et konstant skiftende s\u00e6t af autentiske billeder. Det hjalp med at bevare billedernes kvalitet og mangfoldighed.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Det er en udfordring at finde en balance mellem kvantitet og kvalitet - syntetiske billeder er potentielt ubegr\u00e6nsede i forhold til rigtige billeder, men det har sin pris at bruge dem.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">AI'er er ved at l\u00f8be t\u00f8r for data<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">AI'er er datahungrende, men autentiske data af h\u00f8j kvalitet er en begr\u00e6nset ressource.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Resultaterne i denne forskning er et ekko <\/span><a href=\"https:\/\/dailyai.com\/da\/2023\/06\/what-happens-when-ai-starts-consuming-its-own-output\/\"><span style=\"font-weight: 400;\">lignende unders\u00f8gelser for tekstgenerering<\/span><\/a><span style=\"font-weight: 400;\">hvor AI-resultater har en tendens til at lide, n\u00e5r modeller tr\u00e6nes p\u00e5 AI-genereret tekst.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Forskerne fremh\u00e6ver, at mindre organisationer med begr\u00e6nset mulighed for at indsamle autentiske data st\u00e5r over for de st\u00f8rste udfordringer med at filtrere AI-genererede billeder fra deres datas\u00e6t.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Problemet forst\u00e6rkes desuden af, at internettet bliver oversv\u00f8mmet med AI-genereret indhold, hvilket g\u00f8r det utroligt vanskeligt at afg\u00f8re, hvilken type data modellerne er tr\u00e6net p\u00e5.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sina Alemohammad fra Rice University foresl\u00e5r, at det kan hj\u00e6lpe at udvikle vandm\u00e6rker til at identificere AI-genererede billeder, men advarer om, at oversete skjulte vandm\u00e6rker kan forringe kvaliteten af AI-genererede billeder.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Alemohammad konkluderer: \"Du er forbandet, hvis du g\u00f8r det, og forbandet, hvis du ikke g\u00f8r det. Men det er helt sikkert bedre at vandm\u00e6rke billedet end ikke at g\u00f8re det.\"<\/span><\/p>\n<p><span style=\"font-weight: 400;\">De langsigtede konsekvenser af, at AI forbruger sit output, diskuteres heftigt, men lige nu er AI-udviklere n\u00f8dt til at finde l\u00f8sninger for at sikre kvaliteten af deres modeller. <\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>En ny unders\u00f8gelse viser, at tr\u00e6ning af AI-billedgeneratorer med AI-genererede billeder i sidste ende f\u00f8rer til en betydelig reduktion af outputkvaliteten.  Baraniuk og hans team demonstrerede, hvordan denne problematiske AI-tr\u00e6ningssl\u00f8jfe p\u00e5virker generative AI'er, herunder StyleGAN og diffusionsmodeller. Disse er blandt de modeller, der bruges til AI-billedgeneratorer som Stable Diffusion, DALL-E og MidJourney.  I deres eksperiment tr\u00e6nede teamet AI'erne p\u00e5 enten AI-genererede eller virkelige billeder. 70.000 rigtige menneskeansigter fra Flickr. N\u00e5r hver AI blev tr\u00e6net p\u00e5 sine egne AI-genererede billeder, begyndte StyleGAN-billedgeneratorens output at vise forvr\u00e6ngede og b\u00f8lgede visuelle m\u00f8nstre,<\/p>","protected":false},"author":2,"featured_media":2682,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[233,234,174],"class_list":["post-2680","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-image-generator","tag-midjourney","tag-stable-diffusion"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI image generators&#039; quality suffers when trained on AI-generated data | DailyAI<\/title>\n<meta name=\"description\" content=\"A new study shows that training AI image generators with AI-generated images could lead to a self-consuming loop.\" \/>\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\/da\/2023\/07\/ai-image-generators-quality-suffers-when-trained-on-ai-generated-data\/\" \/>\n<meta property=\"og:locale\" content=\"da_DK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI image generators&#039; 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