Imagen Bind-ci-Nataal
Imagen mooy sistemu bind-ci-nataal bu Google biy soppi tegtal yiñ bind ñu nekk nataal yu dëggu.
Résumé
Its headline finding was that a large frozen language model, not a bigger image network, was the biggest driver of quality.
Plongeur bu xóot
Google Gëstu ci 2022 moo ko yëgle, Imagen dafa wane ni xam bu baax li ñuy wax lu am solo la, moo gëna rëdd ko bu baax. Lu moy encodeur text bu nuroo ak CLIP, Imagen dafay jëfandikoo encodeur text bu mag buñu tàggat bu njëkk (T5-XXL) buñu denc bu baax, ba noppi di dundal làkk yu am solo yooyu ci modelu diffusion. Dafay defar nataal bu ndaw 64x64 ba noppi jëfandikoo ñaari etaapu diffusion yu am dayo bu rëy ngir yéeg ba 1024x1024. Ekip bi dugal na itam 'thresholding dynamique' ngir tëye melo yi ci njiit lu kawe, ba noppi tabax DrawBench, muy référence buy saytu lim yu jafee xam, diggante barab yi, ak boole yu bariwul. Version yi ci topp, Imagen 2 ak Imagen 3, dañu gëna ñaw ay detay, joxe mbind, ak njub ci saasi, leegi dañuy doxal jumtukaayi nataal yu Google.
Gis-gis xarala
Tanneef bi gëna fës ci Imagen mooy escaleer encodeur text bi moo gën generateur nataal bi. T5-XXL, biñu tàggatee ci bind kese, dafay defar ay embedding yuy jàpp làkk wu nuance, te gëstukat yi gis nañu ni yaatal ko dafay gëna baaxal njubteg nataal-bind moo gëna yaatal modelu diffusion. Generation dafay cascade: benn model diffusion bu base dafay defar nataal bu am resolusioŋ bu woyof, ginaaw ga model diffusion yu am resolusioŋ bu mag dañu koy yokk ndànk, ak valeur pixel yuy tënk ngir moytu resultaa yi raxas ci ndigalu dëgër.
njeextalu pexe
Gaawaay ak yaatuwaay
Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal.
Tabax tànneef
Ekipu kreatif yi mën nañu defar konsept yu gëna gaaw te duñu def lu bari ci loxo.
Ekip ak def liggéey
Liggéeyukaay yi mën nañu jëfandikoo siñaal nataal wala wideo yu jafewoon lool ci liggéey.
Ëlëgu Imagen Bind-ci-Nataal
Lineage Imagen mingi jubal ci rendering text bu gëna baax ci biir nataal yi, topp ci gaaw ci seen yu jafee xam, ak sampling bu gëna gaaw. Xaarandil fusion bu gëna xóot ak xeetu làkk yi suko defee sistem bi 'sabab' ci laaj bi balaa muy rëdd, boole ci watermarking bu gëna am doole bu melni SynthID ngir provenance. Bi muy boole ay produit yu AIU_PROTECTED_11_ ak ecosystem bi, focus bi dafay soppiku ci produit yu wóor, wóor, yuñ mëna saytu, du ci produit yu bees yu bees.
Doxal ci àdduna dëgg
Defar ay nataali fësal njaay yu fotorealist ci ab bind bu gàtt te du am benn sesioŋ foto
Defar ay misaali konsept ngir nettali ay léeb wala téere xale ci ay frase yuy tegtal
Defar ay maquette produit ak ay anam yu wuute ngir limu e-commerce
Xalaatal xalaati science wala njàng, lu melni nataalu artist buñu leeral ci làkk wu yomb
Risk yi ak balustrade yi
Yelleefi nataal ak nangu mën na nekk risku yoon sudee fi ñu bawoo leerul.
Performance model bi mën na wuute ci leeraay bi, demographie bi ak environmaa bi.
Njuumteg positive yi mën nañu dem te kenn duko seetlu fileek xool wuñu buntu wóolu sa bopp.
Roadmap ngir samp gi
Mandargal kritërium nangug njub, woowaat ak njëgu njuumte.
Saytu ak done yu méngoo ak anam yi ñuy liggéeyee dëgg.
Yokk jàngat nit ngir xam fu wóorul dara wala am njeexital yu rëy.
Toppal model drift bi nga baaxal ko ginaaw bi kamera bi wala done yi soppeekoo.
Weyal di banneexu
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Gis bi ci topp
Imagen 2 ak diffusion buñ defar ngir neexal
Laaj yi ñuy faral di laaj
What is Imagen Text-to-Image?
Imagen mooy sistemu bind-ci-nataal bu Google biy soppi tegtal yiñ bind ñu nekk nataal yu dëggu. Liñu gis ci xët wi mooy ni xeetu làkk bu yaatu buñ gelé, du reso nataal bu gëna mag, mooy dawalkat bi gëna mag ci kalite bi.
Lan mooy li Imagen gëna am solo?
Imagen dafa wane ni yokk ni ñuy xamee làkk wi jaaraleko ci T5-XXL moo gëna yombal njariñ yi moo gëna yokk xeetu diffusion bi.
Ban encoder text la Imagen di wéeru?
Imagen dafay jëfandikoo encoder T5-XXL bu yaatu, bind kese, ñu koy denc bu baax ci diiru tàggat bi.
naka la ko Imagen mënee am dayo bu kawe?
Dafay defar nataal bu 64x64 ginaaw ga mu yokk ko ci xeetu diffusion yu am dayo bu rëy ba 1024x1024.
Luy 'bëgg dinaamik' lañuy jëfandikoo ci Imagen?
Limite dinaamik dafay tënk valeur pixel yi suko defee njiit lu kawe du defar nataal yu raxas.
Luy banc dessin?
DrawBench ab référence la buñu dugal ak Imagen ngir saytu lim, lëkkaloo barab, ak laaj yu bariwul.