Imyubakire
StyleGAN numuyoboro wibyara uturuka kuri NVIDIA utanga amasura nibintu bitangaje muburyo bwo gutera inshinge amakuru kuri buri cyiciro.
Incamake
StyleGAN numuyoboro wibyara uturuka kuri NVIDIA utanga amasura nibintu bitangaje muburyo bwo gutera inshinge amakuru kuri buri cyiciro. Nibyingenzi kuko igishushanyo cyacyo gitanga uburyo butigeze bubaho, butandukanijwe kugenzura ibintu bitagaragara kandi byiza.
StyleGAN Ubwubatsi ni ubwa mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga.
Kwibira cyane
StyleGAN, yatangijwe na Karras n'abandi. muri 2018, yongeye gushushanya generator ya GAN hafi yigitekerezo cy '' imiterere. ' Aho kugaburira inzitizi zidasanzwe murusobe, irabanza gushushanya ikarita yihishe z ikoresheje 8-MLP igizwe n'umwanya muto W, itandukanya ibintu bitandukanye. Kwiga guhora tensor noneho bigenda byuzuzwa buhoro buhoro, kandi kuri buri cyemezo imiterere ya vector ihindura amakarita yibiranga ikoresheje Adaptive Instance Normalisation (AdaIN), igenzura ibiranga kuva kwifoto (ibice bito) kugeza kumiterere yuruhu (ibice byiza). Urusaku rwurusaku rwongewemo ibintu byongeweho nkibintu byoroshye nkimisatsi yazimiye. StyleGAN2 (2020) yasimbuye AdaIN na demodulation yuburemere kugirango ikureho ibihangano bya 'blob', na StyleGAN3 (2021) itunganijwe neza kugirango ihindure ibintu muburyo busanzwe mugihe cya animasiyo.
Ubushishozi
Uburyo bwingenzi nuburyo bushingiye ku guhindura. Ikarita ya mapping ihindura z muri w, kandi yize afine ihindura w ihinduranya kuri buri muyoboro kandi kubogama gukoreshwa kumarita asanzwe yerekana ikarita kuri buri cyemezo. Kuberako imisusire ikora kumurongo-umwe, urashobora kuvanga w yishusho imwe kumurongo utubutse hamwe nundi murwego rwiza ('stil mixing') kugirango uhindure pose mugihe ukomeje ubwiza. StyleGAN2 ya demodulation igwiza iyi mibare muburemere bwo kwemeza, ikuraho ibihangano bisanzwe.
Kwiga StyleGAN Ubwubatsi
Kugirango wubake byimbitse, fata StyleGAN Ubwubatsi nkicyitegererezo gikora, ntabwo ari ikintu kimwe. Sobanura ibyifuzwa, usobanure neza ibitekerezo, kandi utandukanye ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha StyleGAN Ubwubatsi buringaniye buringaniye hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe na labels bihoraho. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mugihe kimwe, uburenganzira bwishusho no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Kubyara amafoto atagira iherezo, mumaso yabantu atabaho, nkuko byerekanwe na thispersondoesnotexist.com.
Guhindura isura ya semantique: guhindura neza imyaka, imvugo, cyangwa kwifata mugendana icyerekezo mumwanya wa W.
Gukora amahugurwa yubukorikori hamwe na avatar mugihe nyacyo, amashusho-yerekeye ubuzima bwite ari make.
Ibikoresho byubuhanzi bihuza cyangwa 'stil-ivanga' hagati yamashusho kugirango uhuze imiterere yuzuye nibisobanuro byiza.
Uburyo bwo Gushyira mu bikorwa
StyleGAN Ubwubatsi mubikorwa
Kubyara amafoto atagira iherezo, mumaso yabantu atabaho, nkuko byerekanwe na thispersondoesnotexist.com.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
StyleGAN Ubwubatsi mubikorwa
Guhindura isura ya semantique: guhindura neza imyaka, imvugo, cyangwa kwifata mugendana icyerekezo mumwanya wa W.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
StyleGAN Ubwubatsi mubikorwa
Gukora amahugurwa yubukorikori hamwe na avatar mugihe nyacyo, amashusho-yerekeye ubuzima bwite ari make.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
StyleGAN Ubwubatsi mubikorwa
Ibikoresho byubuhanzi bihuza cyangwa 'stil-ivanga' hagati yamashusho kugirango uhuze imiterere yuzuye nibisobanuro byiza.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
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.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza Ubushakashatsi
Check your understanding
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