GigaGAN ndị na-emepụta ọkụ
GigaGAN bụ ijeri ijeri GAN nke na-egosi na netwọkụ ndị na-emegide ya nwere ike ịbawanye ruo ọgbọ ederede gaa na onyonyo, na-emegide ụdị mgbasa ozi ebe ọ na-ewepụta onyonyo narị ugboro ngwa ngwa.
Ime miri emi
GigaGAN, nke Adobe webatara na ndị nyocha na 2023, gbara aka n'echiche ahụ na GAN enweghị ike itolite dịka ụdị mgbasa ozi. Ndị gara aga nnukwu GAN dị ka StyleGAN-XL gbalịsiri ike zụọ nke ọma na nnukwu datasets dị iche iche. GigaGAN doziri nke a site n'ịgbasawanye onye na-emepụta ihe na ịkpa ókè, na-agbakwunye ụlọ akụ amụtara ihe nzacha convolution ahọpụtara n'otu n'otu, yana itinye nlebara anya na ntinye ederede. A zụrụ azụ n'ọtụtụ ijeri ụzọ abụọ ederede, onye na-emepụta ihe dị ijeri 1 na-ewepụta onyonyo 512px n'ihe dị ka 0.13 sekọnd, ngwa ngwa karịa nkwuputa mgbasa ozi. Ọ na-akwado interpolation oghere-latent, ngwakọta ụdị, yana ihe nlele dabere na GAN dị iche nke nwere ike ịtụgharị ntinye 128px ka ọ bụrụ onyonyo 4K dị nkọ.
Nghọta nka nka
Isi aghụghọ bụ usoro 'nhọrọ kernel na-agbanwe agbanwe': kama otu setịpụrụ nzacha convolution, onye na-emepụta ọkụ na-ejide ụlọ akụ nke nzacha ma na-eji ederede agbakwunyere iji gbakọọ nha na-agwakọta ha na onyonyo ọ bụla. Ejikọtara ya na ọzụzụ ọtụtụ na onye ịkpa oke na-ekpe ikpe na ọtụtụ mkpebi gbakwunyere atụmatụ ederede CLIP dakọtara, nke a na-eme ka ọzụzụ ndị iro kwụsie ike n'ogo ebe ndị GAN dara na mbụ.
Mmetụta atụmatụ
Ọsọ na ọnụ ọgụgụ
Visual AI nwere ike megharịa nyocha, nchọpụta na mkpado ọrụ n'ọtụtụ.
Mee nhọrọ
Otu ndị na-emepụta ihe nwere ike imepụta echiche ngwa ngwa site na ngbanwe akwụkwọ ntuziaka ole na ole.
Team na usoro ọrụ
Ọrụ nwere ike iji onyonyo na akara vidiyo siri ike ịhazi.
Ọdịnihu nke GigaGAN Scaled Generators
GigaGAN weghachiri mmasị na GAN dị ka ihe mgbakwunye ọsọ ọsọ maka mgbasa ozi, ọkachasị maka ndezi oge na mkparịta ụka ebe ọgbọ na-agafe agafe dị mkpa. Na-atụ anya sistemụ ngwakọ na-eji ụdị ụdị GAN maka nleba anya ozugbo yana mgbasa maka mmezi ikpeazụ, gbakwunyere GAN upsamplers jikọtara ya na ntọala mgbasa. Oghere latent ya agbasasịkwara na-emekwa ka ọ maa mma maka ngwa ndezi a na-ejikwa ya ebe ezigbo interpolation na-akụda nlele ngwa ngwa.
Mmejuputa n'ezie n'ụwa
Na-emepụta onyonyo 512px site na ngwa ngwa ederede n'ihe dị ka otu ụzọ n'ụzọ iri nke sekọnd maka nleba anya nhazi mmekọrịta.
Na-ebuli foto 128px dị ala ka ọ bụrụ ihe onyonyo 4K na-enweghị atụ site na iji ihe mgbago elu nke dabere na GAN.
Na-atụgharị nke ọma n'etiti mkpali abụọ n'ime oghere nzuzo iji mee mgbanwe, dị ka iko kọfị na-atụgharị n'ime ite tea.
Itinye ngwakọta ụdị ka idobe nhazi isiokwu ka ị na-agbanwe ụdị nka ya ma ọ bụ palette agba ya na ngwa ndezi ụdị Adobe.
Ihe ize ndụ & okporo ụzọ nche
Ikike onyonyo na nkwenye nwere ike bụrụ ihe egwu dị n'iwu ma ọ bụrụ na edoghị anya.
Ọrụ nlereanya nwere ike ịdịgasị iche n'ofe ọkụ, igwe mmadụ, na gburugburu.
Enwere ike ghara ịhụ ihe dị mma ma ọ bụrụ na enyochaghị oke ntụkwasị obi.
Map mmejuputa
Kọwaa ụkpụrụ nnabata maka nkenke, icheta, na ụgwọ njehie.
Nwalee na data dabara na ọnọdụ mmepụta n'ezie.
Tinye nyocha mmadụ maka obere obi ike ma ọ bụ amụma mmetụta dị elu.
Sochie ihe nlere anya wee megharịa ka emechara mgbanwe igwefoto ma ọ bụ dataset.
Nọgide na-eme nchọpụta
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Ajụjụ a na-ajụkarị
What is GigaGAN Scaled Generators?
GigaGAN bụ ijeri ijeri GAN nke na-egosi na netwọkụ ndị na-emegide ya nwere ike ịbawanye ruo ọgbọ ederede gaa na onyonyo, na-emegide ụdị mgbasa ozi ebe ọ na-ewepụta onyonyo narị ugboro ngwa ngwa.
Kedu ihe bụ isi ntinye GigaGAN na imepụta ụdị?
GigaGAN gosipụtara na ndị GAN, ogologo oge echesiri ike na nha, nwere ike iru otu ijeri paramita yana ụdị mgbasa ozi na-emegide na ọrụ ederede gaa na onyonyo.
Kedu ihe bụ nnukwu uru ọsọ GigaGAN karịa ụdị mgbasa ozi?
Ndị GAN na-ewepụta n'otu ngafe, yabụ GigaGAN na-ewepụta onyonyo 512px n'ihe dịka 0.13 sekọnd, ngwa ngwa karịa nkwusa mgbasa ozi.
Kedu ihe GigaGAN 'nhọrọ kernel na-agbanwe agbanwe' na-eme?
Kama ihe nzacha edobere, GigaGAN na-ejide ụlọ akụ nzacha ma na-eji ederede agbakwunyere ka ọ dị arọ ma gwakọta ha n'otu nlele, na-akwalite ikike na nkwụsi ike.
Kedu ka GigaGAN si ejikọta ozi ederede na ọgbọ onyonyo?
GigaGAN na-eji nlebanya nleba anya na ntinye ederede na jenerato wee kwado onyonyo ewepụtara na njirimara ederede CLIP site na onye ịkpa oke.
Kedu ikike ọzọ GigaGAN na-enye karịa ọgbọ ntọala?
GigaGAN na-agụnye ihe nleba anya nke nwere nnukwu mkpebi GAN nke nwere ike ịtụgharị obere ntinye ka ọ bụrụ onyonyo 4K dị nkọ.