Generatëri GigaGAN
GigaGAN GAN la bu am ay miliyaar ciy parametre, muy firndeel ni reso adversarial yi mën nañu dem ba yegg ci bind-ci-nataal, di xëcc xeetu diffusion yi, boole ci defar nataal yu gëna gaaw téemeeri yoon.
Plongeur bu xóot
GigaGAN, bi Adobe ak ay gëstukat dugal ci 2023, dafa weddi xalaat bi ñu ni GANs mënu ñu eskale ni xeetu diffusion. GAN yu mag yu njëkk yu melni StyleGAN-XL dañu daan sonn lool ngir tàggat seen bopp ci kaw ay done yu bari te wuute. GigaGAN saafara na lii ci yaatal generatër bi ak tàqale bi, yokk ci bànku filtre convolution yuñ jàng ñu tànnee ci misaal bu nekk, ba noppi boole ci cross-attention ci mbind yiñ dugal. Ñu ngi ko tàggat ci ay miliyaar ciy ñaari nataal ak mbind, generatëram bu am 1 miliyaar ci paramet yi dafay defar nataal bu 512px ci diir bu tollu ci 0.13 seconde, muy lu gëna gaaw ci denoising diffusion biy baamtu. Dafay jàppale itam interpolaasioŋ espace bu nëbbu, jaxase stil, ak upsampler bu wuute bu sukkandiko ci GAN bu mëna soppi dugal 128px ci nataalu 4K bu ñaw.
Gis-gis xarala
Li gëna am solo mooy modulu 'tanneef kernel buy méngoo ak misaal': ludul benn ensemble filtre convolution fixe, generateur bi dafay tëye bànku filtre ba noppi jëfandikoo bind biñ samp ngir xayma poids yi leen di jaxase ci nataal bu nekk. Buñu ko boole ak tàggat yaram yu bari ak diskriminatër buy àtte patch yi ci resolusioŋ yu bari boole ci match CLIP text features, loolu dafay dakkal tàggat adversarial ci anam wi GANs njëkkoon daanu.
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 Generatëri GigaGAN
GigaGAN dundal na bëgg-bëggu GANs muy gaawaay-focused wuutu diffusion, rawatina ci real-time ak interactive soppali fu benn-pass generation am solo. Xaarandi sistem ibrid yuy jëfandikoo generatër yu nuroo ak GAN ngir xool ci saasi ak diffusion ngir setal bu mujj, boole ci GAN upsamplers yuñ boole ak base diffusion. Barab bu nëbbu bimu am moo tax itam mu neex ci jumtukaayi soppali yuñ mëna saytu, fu interpolation bu neex di raw échantillonnage bu yeex.
Doxal ci àdduna dëgg
Defar ab nataal bu 512px ci ab laajtu bind ci lu tollu ci fukki xaaj ci simili ngir xoolaat jëmmal weccoo xalaat
Yokkatal ab nataal bu am dayo bu woyof 128px mu nekk nataal bu 4K bu fës jëfandikoo ab sampler bu am dayo bu rëy bu lalu ci GAN
Def interpolation bu yomb ci diggante ñaari laaj ci espace bu nëbbu ngir animer tranzisioŋ yi, melni kaasu kafe buy soppiku nekk teapot
Jëfandikoo njaxasu stil ngir tëye jëmmu sujet bi boole ci weccoo stil artistik bi wala paletu melo yi ci jumtukaayi soppali stil Adobe
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
Dekodage jeton paralel MaskGIT
Laaj yi ñuy faral di laaj
What is GigaGAN Scaled Generators?
GigaGAN GAN la bu am ay miliyaar ciy parametre, muy firndeel ni reso adversarial yi mën nañu dem ba yegg ci bind-ci-nataal, di xëcc xeetu diffusion yi, boole ci defar nataal yu gëna gaaw téemeeri yoon.
Lan mooy li gëna am solo ci GigaGAN ci modeling generatif?
GigaGAN dafa wane ni GANs, yàgg nañu xalaat ni dañu leen wara yamale, mën nañu yegg ba ay miliyaar ciy parametre ak ay xeetu diffusion yuy xëcc ci liggéeyi bind-ci-nataal.
Lan mooy njariñu gaawaay bu mag bi GigaGAN am ci xeetu diffusion yi?
GANs yi dañuy defar ci benn yoon, kon GigaGAN dafay defar nataal bu 512px ci diir bu mat 0.13 seconde, muy lu gëna gaaw ci diffusion buy baamtu denoising.
Lan la GigaGAN di def 'kernel buy méngoo ak misaal'?
Du filtre fixe, GigaGAN dafay tëye bànku filtre ba noppi jëfandikoo mbind mi ngir diisaay ak jaxase leen ci misaal bu nekk, yokk kàttan ak dayo.
naka la GigaGAN di boole ay leerali bind ci defar nataal?
GigaGAN dafay jëfandikoo cross-attention ci bind yiñ dugal ci biir generatër bi ba noppi méngale nataal yiñ defar ak màndarga bind CLIP jaaraleko ci diskriminatër bi.
Ban kàttan la GigaGAN di joxe ginaaw defarum base bi?
GigaGAN amna upsampler bu am dayo bu rëy bu lalu ci GAN bu mëna soppi dugal bu ndaw ci nataal bu 4K bu ñaw.