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
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. Kugirango wubake byimbitse, fata StyleGAN Architecture nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya 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.
Kubyara amafoto atagira iherezo, mumaso yabantu atabaho, nkuko bigaragazwa niyipersondoesnotexist.com Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
StyleGAN Ubwubatsi mubikorwa
Guhindura isura ya semantique: guhindura neza imyaka, imvugo, cyangwa kwifata mugendana icyerekezo mumwanya wa W.
Guhindura isura ya semantique: guhindura neza imyaka, imvugo, cyangwa kwifotoza ugenda werekeza ku cyerekezo muri W Umwanya wamakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
StyleGAN Ubwubatsi mubikorwa
Gukora amahugurwa yubukorikori hamwe na avatar mugihe nyacyo, amashusho-yerekeye ubuzima bwite ari make.
Gukora amakuru yimyitozo ngororamubiri hamwe na avatar mugihe amashusho nyayo, umutekano-wibanga ari gake Amakipe akunze kubona ibisubizo byiza mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
StyleGAN Ubwubatsi mubikorwa
Ibikoresho byubuhanzi bihuza cyangwa 'stil-ivanga' hagati yamashusho kugirango uhuze imiterere yuzuye nibisobanuro byiza.
Ibikoresho byubuhanzi bihuza cyangwa 'stil-ivanga' hagati yamashusho kugirango uhuze imiterere idahwitse nibisobanuro byiza Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
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.
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane. Fata buri ntambwe 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.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.