Dellu ci Teks bu amul dara
Null-text inversion xarala la bu lay may nga soppali nataal bu dëggu ak xeetu diffusion buy dawal mbind bu melni Stable Diffusion boole ci tëye lépp loo laajwul ñu soppi ko bamu mat sëkk.
Résumé
It bridges the gap between generating fresh images and faithfully reconstructing and re-editing ones you already have.
Plongeur bu xóot
Soo bëggee soppali nataal bu dëggu ak xeetu diffusion, danga wara njëkka def generation bi ci ginaaw ngir gis bruit bi koy defaraat. Benn anam bu gaaw bu tuddu DDIM inversion dafay def loolu waaye dafay dem, kon tabaxaat bi dafa nuru lu jaarul yoon. Njàngale bu amul klassifikatër, biy yokk ni mbind mi di doxalee ci nataal bi, dafay yokk bu baax drift bi. Bind bu amul dara, bi Google gëstukat yi dugal ci 2022, defar na lii ci bàyyi model bi mu gelé, lu moy loolu ñu gëna xéewale 'null' (amul dara) bind bi ñuy jëfandikoo ci tegtal, benn ci jéego bu nekk ci denoising timestep. Loolu dafay delloosi tabaxaat bi ci nataalu njëkk ba suko defee coppite yu ci topp, lu melni soppi 'xaj' mu nekk 'muus', du soppi lenn ludul ëmbiit liñ bëggoon.
Gis-gis xarala
Njàngale bu amul klassifikatër dafay extrapole diggante ab waxtaan bu am sart (ak gaaw) ak benn bu amul sart (ak ab samp bu amul dara). Null-text inversion dafay tëye dëgg gi ak poid yi, te gradient-optimize du lenn ludul embedding bu amul dara ci bu nekk ci 50 jéego diffusion yi suko defee trajectoire bi ñuy njiit topp yoon DDIM biñ njëkka xayma. Resultaa bi mooy tabaxaat bu jege pixel-perfect ak dooley tegtal bu mat sëkk, bàyyi gaaw bi moom boppam ngir mëna dawal coppite yu jaar yoon.
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 soppi bind bu amul dara
Null-text inversion defa yeex ndax dafay optimiser nataal bu nekk, kon liggéey bu bees bi dafay puus ci saasi, inversion bu amul optimisation. Pexe yu melni Inversion Negatif-Prompt, Inversion Direct, ak jegewaale yuñ tabax ci kaw gëna gaaw ci gëna dëppoo ak xeetu jéego yu néew, ñoom ñoo bëgga am benn njubte ci benn jéego bu jëm kanam. Xaarandil ni inversion nekk jéego bu dal, buñ tabax ci biir editëru nataali konsomatër yi, may soppali nataal bu wóor te jëfandikukat bi musul gis math bi.
Doxal ci àdduna dëgg
Soppi nataalu wakaas bu dëggu suko defee oto bi gaare am beneen melo fekk mbedd mi, nit ñi ak leeraay bi duñu laal dara
Weccoo xeetu baayima bu dëggu ci nataalu famiy te doo soppi fond bi wala pose bi
Soppi jamonoy nataalu paysage (xobi ete ci lolli gi) ci soppali baat bi ci gaaw rek
Doole 'prompt-to-prompt' xeetu soppali lokal ci nataal yi jëfandikukat bi yebbi ci biir gëstu demo ak soppali aplikaasioŋu
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
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the Null-Text Inversion quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Gis bi ci topp
Defar-A-Wideo Bind-ci-Wideo
Laaj yi ñuy faral di laaj
What is Null-Text Inversion?
Null-text inversion xarala la bu lay may nga soppali nataal bu dëggu ak xeetu diffusion buy dawal mbind bu melni Stable Diffusion boole ci tëye lépp loo laajwul ñu soppi ko bamu mat sëkk. Dafay dindi bërëb bi nekk ci diggante defar nataal yu bees ak defaraat ak soppali nataal yi nga jota am.
Lan mooy null-text inversion bi gëna xéewale?
Dafay tëye model bi ak santaane dëgg bi, ba noppi gëna xéewale mbind mi amul benn sartu / null ci timestep bu nekk, te loolu gaaw te du yàq.
Lan moo waral DDIM inversion bu leer nekk lu wóorul suñu ko jëfandikoo ngir soppali?
DDIM inversion dafay dajale njuumte yu ndaw, te njiit lu dëgër luñu soxla ngir soppali bu baax dafay yokk drift boobu, tabaxaat buy yàq.
Lan mooy mébetu soppi nataal bu dëggu balaa nga koy soppali?
Soppi dafa soxla seed bu bari bruit ak trajectoire buy defaraat orginaal bi, kon coppite yu gaaw yi duñu soppi lenn ludul ëmbiit liñ bëgga soppi.
Ci gàttal, naka lay def ba null-text inversion mëna def ngir gëna mëna jëfandikoo ci diffusion bi yépp?
Amna null-text buñu tënk ci timestep bu nekk suko defee yoon wiñ njiit mëna topp bu baax trajectoire inversion biñ njëkka xayma.
Inversion null-text mooy gëna bari luñu koy boole ak ban xeetu soppali?
Buñu demee ba soppi nataal bu dëggu bi, pexe yu lalu ci gaaw yu melni gaaw-ci-saaxal mën nañu def coppite yuñ tànn, yuñ jagleel barab bi.