Kedis ku xidhan hagaha · Dhexdhexaad Heerka

Kobaca Horumarka leh ee GANs Kediska

Tijaabi tababbarka GAN-gacan-ilaa-fiican, kobaca summeerka, alfa-ku-dhalashada, sifooyinka dufcadda-duwanaanshaha, heerarka waxbarashada oo la siman yahay, iyo qaab-dhismeedyo go'an oo dambe.

Wadooyinka haga ee la xidhiidhaKobaca Horumarka Socda ee GAN-yada
Su'aal 1 ee 8

Sidee buu GAN si tartiib tartiib ah u bilaabo tababarka?

Horudhac su'aal kasta8 su'aalo

Jawaabaha iyo sharraxaadaha waxay soo baxayaan markaad qaadanayso kediska.

  1. Sidee buu GAN si tartiib tartiib ah u bilaabo tababarka?
    • Xalka buuxa ee bartilmaameedka isla markiiba
    • Xallin aad u hooseeya sida 4x4 pixels
    • Adigoo hore u sii tababaraya oo keliya takoorista
    • Iyada oo leh fariin qoraal ah
  2. Waa maxay faa'iidada ugu weyn ee xallinta si tartiib tartiib ah?
    • Waxay ka dhigtaa tababarka mid deggan oo ka dhaqso badan tabobarka xallinta sare si toos ah
    • Waxay meesha ka saaraysaa baahida koronto-dhaliye
    • Waxay meesha ka saaraysaa shuruuda kaydinta xogta
    • Waxay dammaanad qaadaysaa eber artifacts
  3. Marka lakab cusub oo cusub lagu daro, sidee loo soo bandhigay?
    • Isla markiiba xoog buuxda
    • Kaliya ee takoorka, marna matooriyaha
    • Si tartiib ah ayuu ula libdhay miisaanka isku dhafka ah (alpha) kaas oo kor ugu kacaya 0 ilaa 1
    • Adigoo dib u tababaraya shabakada xoqan
  4. Waa maxay sababta lakabyada loogu daray koronto-dhaliyaha iyo midab-takoorka labadaba?
    • Sababtoo ah koronto-dhaliye kaligiis ma soo saari karo midab
    • Si loo yareeyo cabbirka xogta
    • Kaliya ujeeddooyin muuqaal
    • Si loo ilaaliyo labada shabakadood mid siman oo isku dheeli tiran marka xalintu korodho
  5. Waa maxay ujeedada lakabka weecasho ee heerka-yar ee lagu soo bandhigay ProGAN?
    • Si kor loogu qaado sawirka u dambeeya
    • Si loo cadaadiyo qaabka
    • Si loo kordhiyo kala duwanaanshaha wax soo saarka iyo niyad jabinta habka
    • Si loo calaamadiyo sawirada tababarka
  6. Horumarkee dambe ayaa hoos u dhigay baahida korniinka horusocod ee cad?
    • Hal-abuurkii haybsooca
    • StyleGAN2 oo muujinaya qaab dhismeed go'an oo leh isku xirnaanta boodada/hadhaaga ayaa u dhigmi kara tayada
    • U beddelashada sawirada cawl
    • Ka saarida vector-ka dahsoon oo dhan
  7. At alpha equal to zero during a ProGAN generator fade-in, which path supplies the blended output?
    • Only the newly added block at full strength
    • An unrelated pretrained text encoder
    • A random photograph taken from the test set
    • The previous lower-resolution path after upsampling
  8. What is the original ProGAN equalized-learning-rate method intended to balance?
    • The effective scale of learning across layers through dynamic weight scaling
    • The number of captions assigned to each face image
    • The timestamp of every generated training sample
    • The count of output file formats across batches