Koronto-dhaliyeyaasha la qiyaasay ee GigaGAN
GigaGAN waa hal bilyan oo cabbir GAN ah oo caddaynaysa in shabakadaha iska soo horjeeda ay cabbiri karaan jiilka qoraal-ilaa-sawir, iyaga oo la tartamaya moodooyinka faafinta iyada oo soo saaraysa sawirro boqollaal jeer dhakhso ah.
quusid qoto dheer
GigaGAN, oo ay soo bandhigeen Adobe iyo cilmi-baarayaasha 2023, ayaa caqabad ku noqday mala-awaalka ah in GAN-yadu aysan cabbiri karin sida moodooyinka faafinta. Horaantii GANs waaweyn sida StyleGAN-XL waxay u halgamayeen inay si adag ugu tababaraan xog-ururin aad u weyn oo kala duwan. GigaGAN waxa uu tan ku xalliyay balaadhinta koronto-dhaliyaha iyo takoorka, ku daray bangi filtarrada convolution ee la bartay ee la doortay midkiiba, iyo ku daray dareenka isdhaafsiga qoraalka. Waxaa lagu tababbaray balaayiin sawir-gacmeedyo, koronto-dhaliye 1-bilyan-parameter ah wuxuu soo saaraa sawir 512px qiyaastii 0.13 ilbiriqsi, oo aad uga dheereeya diidmada faafinta. Waxa kale oo ay taageertaa is-dhexgalka meel-daahsoon, qaabka isku-dhafka, iyo kor-u-qaade GAN-ku-saleysan oo gooni ah oo u rogi kara gelinta 128px muuqaal 4K fiiqan.
Aragtida Farsamada
Khiyaamada furaha ah waa 'muunada xulashada kernel-ka': Halkii laga heli lahaa hal shaandheyn go'an oo shaandhaysa, koronto-dhaliye wuxuu hayaa bangi filtarrada wuxuuna adeegsadaa qoraalka ku dhejinta si uu u xisaabiyo miisaannada isku dhafan sawirkiiba. Marka lagu daro tababbarro badan oo kala duwan iyo midabtakoor ku xukumaya balastar dhowr qaraar ah oo ay weheliso muuqaalada qoraalka CLIP, tani waxay dejinaysaa tababbarka iska hor imaadka ee qiyaasta halka GAN-yadu ay hore u burbureen.
Saamaynta Istiraatijiyadeed
Xawaaraha iyo miisaanka
Visual AI wuxuu si otomaatig ah u samayn karaa baadhista, ogaanshaha, iyo sumadaynta hawlaha miisaanka.
Xulashada dhismayaasha
Kooxaha hal-abuurka leh waxay hindise karaan fikradaha si dhakhso leh iyagoo leh dib-u-eegis buugeed yar.
Kooxda iyo socodka shaqada
Hawlgalladu waxay isticmaali karaan calaamadaha muuqaalka iyo muuqaalka kuwaas oo markii hore adkeyd in la farsameeyo.
Mustaqbalka GigaGAN Koronto-dhaliyayaasha Miisaanka leh
GigaGAN waxay dib u soo noolaysay xiisaha GAN-yada iyadoo ah beddelka xawaaraha diiradda saaraya beddelka faafinta, gaar ahaan waqtiga-dhabta ah iyo tafatirka isdhexgalka halkaasoo jiilka hal-ku-meel-gaadhka ahi khuseeyo. Filo nidaamyada isku-dhafan ee u adeegsada koronto-dhaliyeyaasha qaabka GAN ee horu-marinta degdegga ah iyo faafinta sifaynta kama dambaysta ah, iyo kor-u-qaadayaasha GAN oo lagu lammaaniyo saldhigyada faafinta. Meelkeeda daahsoon ee la kala furfuray ayaa sidoo kale ka dhigaysa mid soo jiidasho leh qalabyada tafatirka la koontarooli karo halkaasoo isdhexgalka siman uu garaaco muunad gaabis ah.
Dhaqangelinta Adduunka-dhabta ah
Soo saarista sawir 512px ah isla markiiba qoraalka qiyaastii tobnaad ee ilbiriqsi ee horudhacyada naqshadaynta isdhexgalka
Kor u qaadida sawir yar oo 128px ah oo loo samaynayo muuqaal 4K ah iyadoo la isticmaalayo GAN-ku-salaysan kor u qaadida xallinta sare
Si tartiib ah u dhexgalaan laba dar-daaran oo meel bannaan ah si loo dhaqaajiyo kala-guurka, sida koob kafeega oo isku rogaya weel shaah ah
Codsashada isku dhafka qaabka si loo ilaaliyo qaabka mawduuca iyadoo la beddelayo qaabkeeda faneed ama palette midabka ee qalabka Adobe-style.
Khatarta & Dariiqyada Ilaalada
Xuquuqda sawirka iyo ogolaanshaha waxay noqon kartaa khataro sharci ah haddii caddayntu aanay caddayn.
Waxqabadka moodeelku wuu ku kala duwanaan karaa iftiinka, tirakoobka, iyo deegaanka.
Wanaagga beenta ah waxa laga yaabaa inaan la dareemin ilaa xadka kalsoonida aan la kormeerin.
Qorshe Hawleedka Dhaqangelinta
Qeex shuruudaha aqbalida ee saxnaanta, dib u celinta, iyo kharashyada khaladka.
Ku tijaabi xogta ku habboon xaaladaha wax soo saarka dhabta ah.
Ku dar dib u eegis bini'aadamka si aad u hesho kalsoonida hoose ama saameeynta sare.
Lasoco moodeel dhaqaaqa oo dib u cusboonaysii kamarada ama xogta kaydinta ka dib.
Sii wad Sahaminta
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Su'aalaha soo noqnoqda
What is GigaGAN Scaled Generators?
GigaGAN waa hal bilyan oo cabbir GAN ah oo caddaynaysa in shabakadaha iska soo horjeeda ay cabbiri karaan jiilka qoraal-ilaa-sawir, iyaga oo la tartamaya moodooyinka faafinta iyada oo soo saaraysa sawirro boqollaal jeer dhakhso ah.
Maxay ahayd wax ku biirinta ugu weyn ee GigaGAN ee qaabaynta wax-soo-saarka?
GigaGAN wuxuu muujiyay in GAN-yada, oo muddo dheer si adag ugu fikiray in la cabbiro, ay gaari karaan hal bilyan oo cabbir iyo moodooyinka fidinta ee iska soo horjeeda ee hawlaha qoraalka-ka-muuqaalka ah.
Waa maxay faa'iidada xawaaraha weyn ee GigaGAN marka loo eego moodooyinka faafinta?
GAN-yadu waxay ku dhaliyaan hal baas, markaa GigaGAN waxay soo saartaa muuqaal 512px ah ilaa 0.13 sekan, aad uga dheereeya beeninta faafinta.
Maxay qabtaa GigaGAN's 'muunad-doorashada kernel-ka'?
Halkii ay ka ahaan lahaayeen filtarrada go'an, GigaGAN waxay haysaa bangi shaandheyn waxayna isticmaashaa qoraalka ku dhejinta miisaanka oo isku walaaqa muunad kasta, taasoo kor u qaadaysa awoodda iyo xasilloonida.
Sidee buu GigaGAN ugu daraa macluumaadka qoraalka jiilka sawirka?
GigaGAN waxay isticmaashaa feejignaan isdhaafsi xagga qoraalka ku-xidhka koronto-dhaliyaha waxayna waafajisaa sawirada la soo saaray astaamaha qoraalka CLIP iyada oo loo marayo takoorka.
Awooddee dheeraad ah ayuu GigaGAN bixiyaa ka baxsan jiilka aasaasiga ah?
GigaGAN waxaa ka mid ah GAN-ku-salaysan kor u qaadida xallinta-sare kaas oo u rogi kara gelinta yar sawir 4K fiiqan.