GigaGAN Amashanyarazi
GigaGAN ni miliyari-parike ya GAN yerekana imiyoboro itanga imbaraga zishobora kwaduka kugeza kumyandiko-y-ishusho, irwanya ikwirakwizwa ryayo mugihe itanga amashusho inshuro magana byihuse.
Kwibira cyane
GigaGAN, yatangijwe na Adobe n'abashakashatsi mu 2023, yamaganye igitekerezo cy'uko GAN idashobora gupima nk'icyitegererezo cyo gukwirakwiza. Mbere GAN nini nka StyleGAN-XL yaharaniye imyitozo ihamye kuri dataseti nini, zitandukanye. GigaGAN yakemuye iki mu kwagura generator no kuvangura, yongeraho banki yize yo gushungura yizewe yatoranijwe kuri buri cyitegererezo, no gushiramo ibitekerezo byanditse. Yatojwe kuri miliyari y'amashusho-inyandiko ebyiri, generator yayo ya miliyari 1-itanga ishusho ya 512px mumasegonda hafi 0.13, yihuta cyane kuruta gutondekanya gukwirakwiza. Ifasha kandi umwanya-wihishwa interpolation, kuvanga imiterere, hamwe na GAN itandukanye ishingiye kuri upsampler ishobora guhindura 128px iyinjiza mumashusho atyaye ya 4K.
Ubushishozi
Amayeri y'ingenzi ni 'sample-adaptive kernel selection' module: aho kugirango ushireho akayunguruzo keza, generator ifata banki ya filteri kandi ikoresha inyandiko yashyizwemo kugirango ibare uburemere buhuza buri shusho. Ufatanije n’amahugurwa atandukanye hamwe nivangura rucira imanza imyanzuro myinshi hiyongereyeho imiterere yimyandikire ya CLIP, ibi bishimangira imyitozo yo guhangana kurwego aho GANs yaguye mbere.
Ingaruka z'Ingamba
Umuvuduko n'igipimo
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
Build choices
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Itsinda hamwe nakazi
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Ejo hazaza ha GigaGAN
GigaGAN yagaruye inyungu muri GANs nkibintu byihuta byihuta byo gukwirakwizwa, cyane cyane kubihe nyabyo kandi bigahinduka aho igisekuru kimwe gifite akamaro. Tegereza sisitemu ya Hybrid ikoresha amashanyarazi ya GAN muburyo bwo kureba ako kanya no gukwirakwiza kunonosorwa bwa nyuma, wongeyeho GAN upsamplers ihujwe no gushingira. Umwanya wacyo utagaragara kandi utuma ushimishwa nibikoresho byo kugenzura aho interpolation yoroshye ikubita buhoro buhoro.
Gushyira mu bikorwa Isi
Gukora ishusho ya 512px uhereye kumyandiko isaba hafi icya cumi cyamasegonda kugirango igaragaze igishushanyo mbonera
Kuzamura ifoto ntoya ya 128px kumashusho ya 4K ukoresheje ishusho ya GAN ishingiye kuri super-resolution upsampler
Gutondekanya neza hagati yuburyo bubiri mu mwanya wihishe kugirango uhindure ubuzima, nkigikombe cya kawa kijya mu cyayi
Gukoresha uburyo bwo kuvanga kugirango ukomeze imiterere yikintu mugihe uhinduranya ibihangano byubuhanzi cyangwa amabara palette mubikoresho byo guhindura Adobe-buryo
Ingaruka & Kurinda
Uburenganzira bwishusho hamwe no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse.
Imikorere yicyitegererezo irashobora gutandukana kumurika, demografiya, nibidukikije.
Ibyiza byibinyoma birashobora kutamenyekana keretse niba ibyiringiro byateganijwe bikurikiranwa.
Igishushanyo mbonera
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
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Ibibazo bikunze kubazwa
What is GigaGAN Scaled Generators?
GigaGAN ni miliyari-parike ya GAN yerekana imiyoboro itanga imbaraga zishobora kwaduka kugeza kumyandiko-y-ishusho, irwanya ikwirakwizwa ryayo mugihe itanga amashusho inshuro magana byihuse.
Ni uruhe ruhare runini GigaGAN yagize mu kwerekana imiterere ibyara inyungu?
GigaGAN yerekanye ko GANs, yatekerejwe cyane kugipimo, ishobora kugera kuri miliyari ya miriyari hamwe na moderi ikwirakwizwa mukwandika kumashusho.
Ni ubuhe butumwa bukomeye bwihuta bwa GigaGAN kurenza moderi yo gukwirakwiza?
GAN itanga muri pass imwe, GigaGAN rero itanga ishusho ya 512px mumasegonda agera kuri 0.13, byihuta cyane kuruta gukwirakwiza itera.
Niki GigaGAN 'sample-adaptive kernel selection' ikora?
Aho gushungura neza, GigaGAN ifata akayunguruzo kandi ikoresha inyandiko yashyizwemo uburemere no kuyihuza kuri sample, byongerera ubushobozi umutekano.
Nigute GigaGAN yinjiza amakuru yinyandiko mugukora amashusho?
GigaGAN ikoresha guhuza ibitekerezo byanditse muri generator kandi igahuza amashusho yakozwe hamwe nibiranga inyandiko ya CLIP ikoresheje ivangura.
Ni ubuhe bushobozi bw'inyongera GigaGAN atanga burenze ibisekuruza?
GigaGAN ikubiyemo GAN ishingiye kuri super-resolution upsampler ishobora guhindura ikintu gito mumashusho atyaye 4K.