Incamake
GigaGAN ni miliyari-parike ya GAN yerekana imiyoboro itanga imbaraga zishobora kwaduka kugeza kumyandiko-y-ishusho, irwanya ikwirakwizwa ryayo mugihe itanga amashusho inshuro magana byihuse.
Imashini nini ya GigaGAN ni iyerekanwa rya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga.
Kwibira cyane
GigaGAN, yatangijwe na Adobe n'abashakashatsi mu 2023, yamaganye igitekerezo cy'uko GAN idashobora gupima nk'icyitegererezo cyo gukwirakwiza. Mbere GAN nini nka StyleGAN-XL yaharaniye imyitozo ihamye kuri dataseti nini, zitandukanye. GigaGAN yakemuye iki mu kwagura generator no kuvangura, yongeraho banki yize yo gushungura yizewe yatoranijwe kuri buri cyitegererezo, no gushiramo ibitekerezo byanditse. Yatojwe kuri miliyari y'amashusho-inyandiko ebyiri, generator yayo ya miliyari 1-itanga ishusho ya 512px mumasegonda hafi 0.13, yihuta cyane kuruta gutondekanya gukwirakwiza. Ifasha kandi umwanya-wihishwa interpolation, kuvanga imiterere, hamwe na GAN itandukanye ishingiye kuri upsampler ishobora guhindura 128px iyinjiza mumashusho atyaye ya 4K.
Ubushishozi
Amayeri y'ingenzi ni 'sample-adaptive kernel selection' module: aho kugirango ushireho akayunguruzo keza, generator ifata banki ya filteri kandi ikoresha inyandiko yashyizwemo kugirango ibare uburemere buhuza buri shusho. Ufatanije n’amahugurwa atandukanye hamwe nivangura rucira imanza imyanzuro myinshi hiyongereyeho imiterere yimyandikire ya CLIP, ibi bishimangira imyitozo yo guhangana kurwego aho GANs yaguye mbere.
Kumenya GigaGAN Yamashanyarazi
GigaGAN ni miliyari-parike ya GAN yerekana imiyoboro itanga imbaraga zishobora kwaduka kugeza kumyandiko-y-ishusho, irwanya ikwirakwizwa ryayo mugihe itanga amashusho inshuro magana byihuse. Imashini nini ya GigaGAN ni iyerekanwa rya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Generator ya GigaGAN nk'icyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amakipe akomeye akoresha GigaGAN Yapimye Generator aringaniza ukuri hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe nibirango 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 guhita igenzura, gutahura, no gushushanya imirimo murwego. 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 guhita igenzura, gutahura, no gushushanya imirimo murwego.
AI igaragara irashobora guhita igenzura, gutahura, no gushushanya imirimo murwego. 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
Gukora ishusho ya 512px uhereye kumyandiko isaba hafi icya cumi cyamasegonda kugirango igaragaze igishushanyo mbonera
Kuzamura ifoto ntoya ya 128px kumashusho ya 4K ukoresheje ishusho ya GAN ishingiye kuri super-resolution upsampler
Gutondekanya neza hagati yuburyo bubiri mu mwanya wihishe kugirango uhindure ubuzima, nkigikombe cya kawa kijya mu cyayi
Gukoresha uburyo bwo kuvanga kugirango ukomeze imiterere yikintu mugihe uhinduranya ibihangano byubuhanzi cyangwa amabara palette mubikoresho byo guhindura Adobe-buryo
Uburyo bwo Gushyira mu bikorwa
GigaGAN Yapimye Generator mubikorwa
Gukora ishusho ya 512px uhereye kumyandiko isaba hafi icya cumi cyamasegonda kugirango igaragaze igishushanyo mbonera.
Gukora ishusho ya 512px uhereye kumyandiko hafi ya kimwe cya cumi cyamasegonda kugirango harebwe ibishushanyo mbonera Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
GigaGAN Yapimye Generator mubikorwa
Kuzamura ifoto ntoya ya 128px kumashusho ya 4K ukoresheje GAN ishingiye kuri super-resolution upsampler.
Kuzamura ifoto yoroheje ya 128px kumashusho ya 4K ukoresheje ishusho ya GAN ishingiye kuri super-resolution upsampler Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
GigaGAN Yapimye Generator mubikorwa
Gutondekanya neza hagati yibintu bibiri mumwanya wihishe kugirango uhindure ubuzima, nkigikombe cyikawa kijya mu cyayi.
Gutondekanya neza hagati yuburyo bubiri mu mwanya wihishe kugirango uhindure ubuzima, nkigikombe cyikawa kijya mu cyayi Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
GigaGAN Yapimye Generator mubikorwa
Koresha uburyo bwo kuvanga kugirango ugumane imiterere yikintu mugihe uhinduranya ibihangano byubuhanzi cyangwa amabara palette mubikoresho byo guhindura Adobe.
Gukoresha uburyo bwo kuvanga kugirango ugumane imiterere yikintu mugihe uhinduranya imiterere yubuhanzi cyangwa palette yamabara mubikoresho byo guhindura Adobe-yuburyo bwo guhindura amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
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.