Dream Booth
DreamBooth dafay raññe nataal bu mat sëkk ci ay nataal yu néew suko defee mu 'fatte' bu baax benn sujet - sa kanam, sa baayima, wala produit - te mën ko def ci bépp scene.
Résumé
It trades larger file sizes for higher fidelity than lighter personalization methods.
Plongeur bu xóot
DreamBooth, bi Google gëstukat yi siiwal ci 2022, dafay personaalise xeetu mbind-ci-nataal ci defar bu baax diisaayu reso bi ci 3-5 nataali benn sujet. Dafay lëkkale sujet bi ak benn token bu bariwul luñu koy boole ak benn baatu klaas - lu melni, 'nataalu xaj sks' - suko defee model bi jàng 'sks' dafay tekki * xaj bii *. Jafe-jafe bi gëna mag mooy 'làkk drift' ak overfitting: di tàggat bu baax ba noppi model bi fàtte ni ñuy rëdd yeneen xaj, wala di wane pose tàggat yi kese. DreamBooth's key fix mooy ñàkka am lu njëkk: dafay tàggat itam ci nataali xaj yu generic yi model bi defar boppam, ancrage konsepti 'xaj' bu gëna yaatu bi token bu bariwul bi di xëcci sujet bi. Njariñ li mooy realisme bu yéeme ak neexaay, may sujet bi mu feeñ ci lumiyeer yu bees, pose ak stil yu bees.
Gis-gis xarala
DreamBooth dafay yeesal diisaayu modelu diffusion bi, du yeesal rek, moo tax fidélité bi yéeg. Dafay boole benn ràññeekaay (token bu bariwul lu melni 'sks') ak tur class suko defee model bi boole ay detay yu bees ci token bi ci noonu muy jëfandikoo xam-xam class bi fi nekk. Perte preservation bu njëkk bi dafay méngoo ak nataali klaas yiñ defar seen bopp, di xeex overfitting ak 'derive language' suko defee model bi wéy di génne ay nit ñu bari ci klaas boobu.
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 DreamBooth
DreamBooth dafa taxawal bar ngir personaalisasioŋ bu dëggu, ba noppi mu ngi gëna boole ak LoRA ngir dagg dencukaay bu diis bi ak xayma-'DreamBooth-LoRA' leegi dafa nekk default ci jumtukaay yu bari. Xaarandil tàggat bu gëna gaaw, sesioŋ yu bari ay mbir yuy jàngal nit ñu bari benn yoon, ak sàmm dàntite bu gëna dëgër ngir wideo ak avatar 3D. Bi aplikaasioŋu konsomatër yi ko jëlee, xoolal guardrails yi wër deggoo ak niru, ndax njub giy may avatar yuñ personaaliseer itam dafay indi jafe-jafe deepfake ak niru.
Doxal ci àdduna dëgg
Defar ay nataali boppu nit ku sol yéere yu bari ak ay jekkal ci ay selfie yu néew.
Teg benn sneaker wala sac à main ci ay publicité yu bari te baña bàyyi jëmmal.
Defar maskot bu ànd ak jëmmal ngir màrk ci affiche yi, publie sosio yi ak emballage yi.
Defar paketu avatar yuñ personaalise bu kanam jëfandikukat bi di nuru super hero, peinture wala astronaut.
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
Xamme Jëf
Laaj yi ñuy faral di laaj
What is DreamBooth?
DreamBooth dafay raññe nataal bu mat sëkk ci ay nataal yu néew suko defee mu 'fatte' bu baax benn sujet - sa kanam, sa baayima, wala produit - te mën ko def ci bépp scene. Dafay jaay fichier yu gëna mag ngir am fidélité bu gëna mag moo gën pexe personalisation yu woyof yi.
Lan la DreamBooth soppali te soppi bind du soppeeku?
DreamBooth dafay gëna suqali diisaayu reso bi, waaye Textual Inversion dafay jàng benn ëmb.
Lan mooy sabab DreamBooth biñu ko njëkka sàmm?
Taggat ci nataali klaas yuñ defaree seen bopp dafay tënk konsept general bi suko defee model bi baña fàtte ni ñuy rëdd yeneen nit ci klaas bi.
naka lañuy faral di joxee sujet ci tàggat yaram yu DreamBooth?
Benn ràññeekaay bu bariwul luñu koy boole ak benn tur klaas suko defee model bi boole ay detay yu bees ci jeton bi.
Lu tollu ci ñaata nataali sujet la DreamBooth soxla?
DreamBooth dafay liggéey ci yenn nataal yu néew, melni yeneen pexe yu ñuy personaaliseer nataal yu néew.
Lan mooy njariñu jëfandikoo DreamBooth?
Ndax dafay gëna dëgëral poids yi, fichier DreamBooth yi ñoo gëna yaatu te tàggat bi moo gëna ñaawe Inversion Textual.