Kediska Dhismaha StyleGAN

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

1. Waa maxay ujeedada shabakada khariidaynta ee StyleGAN?
   • Si loo kala saaro in sawirku yahay mid dhab ah ama mid been abuur ah
   • Si kor loogu qaado sawirada ilaa xal sare
   • Si loo cadaadiyo sawirka kama dambaysta ah ee kaydinta
   • Si loo beddelo Z dahsoon oo loo beddelo meel bannaan oo dhex dhexaad ah oo kala furfuran W
2. StyleGAN-kii asalka ahaa, sidee qaabka loogu duraa khariidadaha sifada?
   • Adigoo isku xiraya vector-ka qarsoon ee pixel kasta
   • Iyada oo loo marayo Caadiyeeynta Heerka La-qabsiga (AdaIN)
   • Iyada oo loo marayo lakabka softmax final
   • Isticmaalka ururinta ugu badan
3. Maxay ka bilaabataa shabakada isku xidhka halkii ay ka ahaan lahayd vector-ka qarsoon?
   • Tensor joogto ah oo la bartay
   • Sawir waji dhab ah
   • Dhawaaq cad oo saafi ah oo la mid ah wax soo saarka
   • Khariidad gees ah
4. Waa maxay hagaajinta qaababka lakabyada aan fiicneyn (xalin hoose) ugu horrayn?
   • Maqaarka maqaarka oo fiican iyo jiirarka
   • Midabka pixels shaqsi kaliya
   • Sifooyin heer sare ah sida jaantuska iyo qaabka wejiga
   • Qaabka faylka sawirka
5. Dhibaato noocee ah ayuu StyleGAN2 hagaajiyay marka loo eego asalka?
   • Waxay ku dartay dhiirigelin qoraal-u-muuqaal ah
   • Waxay meesha ka saartay farshaxan-gacmeedyo u eg blob-ka oo ay sababtay AdaIN
   • Waxay meesha ka saartay baahidii loo qabay takoorid
   • Waxay ka dhigtay tababarka si buuxda aan loo ilaalin markii ugu horeysay
6. Waa maxay 'isku-dhafka qaabka' ee StyleGAN?
   • Isku darka laba xog-ururin ka hor tababarka
   • Celceliska wax soo saarka takoorka
   • Isku dhafka codka iyo sawirka la sameeyay
   • Isticmaalka w vectors kala duwan ee lakabyo kala duwan si aad isugu geyso sifooyinka laba sawir
7. What role do separate per-layer noise inputs play in original StyleGAN synthesis?
   • They replace the mapping network's entire style representation
   • They determine the file's compression format
   • They supply stochastic fine detail, such as varying hair strands or freckles
   • They provide the discriminator's real-image labels
8. What visual behavior did StyleGAN3's alias-free design target?
   • Texture sticking and aliasing that make details move unnaturally as image content changes
   • The absence of a text tokenizer in original StyleGAN
   • A requirement that every output be a grayscale photograph
   • The need to store generated images as audio waveforms