Icyitegererezo
Moderi ya Diffusion itanga amashusho mukwiga guhindura inzira yo gusakuza, ihindura static idasanzwe mumashusho arambuye intambwe ku yindi.
Incamake
They power today's leading text-to-image tools like Stable Diffusion, DALL-E, and Midjourney.
Kwibira cyane
Moderi yo gukwirakwiza yatojwe mubyerekezo bibiri. Muburyo bwimbere, ishusho isukuye yangiritse buhoro buhoro wongeyeho urusaku ruto rudasanzwe kugeza igihe ruhagaze neza. Icyitegererezo noneho cyiga ibinyuranye: guhera ku rusaku, birahanura kandi bikuraho urusaku ruto kuri buri ntambwe, bigasubiramo inshuro icumi cyangwa amagana kugeza ishusho ityaye igaragara. Kugirango ibyo bigenzurwe, inyandiko yihuta iyobora buri ntambwe yerekana, bityo "icyogajuru kigendera ku ifarashi" kiyobora static kuri iyo shusho. Sisitemu zigezweho nka Stable Diffusion ikoresha iyi nzira mumwanya wihishe aho kuba kuri pigiseli mbisi, bigatuma yihuta cyane. Ugereranije na GAN, moderi yo gukwirakwiza ihugura neza kandi ikabyara ibintu byinshi bitandukanye, niyo mpamvu barenze GAN nkuburyo bwiganje mubyerekana amashusho meza cyane nko muri 2022.
Ubushishozi
Amayeri y'ingenzi ni uko urusobe rutagomba kubyara ishusho imwe; gusa yiga guhanura urusaku rwongewe kumurongo runaka. Mugihe cyamahugurwa, urusaku ruzwi rwongewe kumashusho nyayo kandi icyitegererezo gisabwa kugereranya urwo rusaku; itandukaniro ni ikosa ryamahugurwa. Mugihe cyibisekuru, icyitegererezo gikuramo inshuro nyinshi urusaku rwahanuwe, rugaragaza buhoro buhoro imiterere. Umwandiko utondekanya utewe binyuze muburyo bwambukiranya ibitekerezo, kandi ibyiciro-bidafite ubuyobozi byongerera imbaraga imbaraga zihuta zisohoka.
Ingaruka z'Ingamba
Ibyemezo bisobanutse
Iragufasha gutandukanya ibyifuzo bya tekiniki bisobanutse nururimi rwo kwamamaza.
Igiciro na bije
Urashobora kubaza ibibazo byiza byo gushyira mubikorwa mbere yo gukoresha amafaranga cyangwa igihe.
Itsinda hamwe nakazi
Amakipe asangiye ibitekerezo akora ibicuruzwa byiza, politiki, nibyemezo byo kwiga.
Ejo hazaza h'icyitegererezo
Diffusion nuburyo bugezweho bwubuhanzi kubishusho, kandi bigenda byiyongera kuri videwo n'amajwi, ibisekuruza, hamwe nibikoresho nka Sora bikaguka bikagenda. Gusunika binini ni umuvuduko: tekinike nka distillation hamwe na moderi ihamye igamije kugabanya amagana yerekana intambwe kumanuka kugeza ku ntoki cyangwa niyo imwe, ituma ibihe nyabyo. Witege ko ikwirakwizwa ryaguka mumitungo ya 3D, igishushanyo cya siyansi nka molekile na poroteyine, hamwe no guhindura neza, mugihe uhendutse bihagije kugirango ukore kuri terefone.
Gushyira mu bikorwa Isi
Gukora ibihangano byumwimerere n'amashusho bivuye mumyandiko isobanura muri Diffusion Stable, DALL-E, na Midjourney
Gushushanya no gushushanya, kuzuza cyangwa kwagura ibice by'ifoto nta nkomyi
Gukora amashusho avuye mumyandiko mubikoresho nka __AIU_PROTECTED_10 __ 'Sora
Gutegura molekile nshyashya hamwe na poroteyine zubushakashatsi bwo kuvumbura ibiyobyabwenge
Ingaruka & Kurinda
Amakipe atandukanye arashobora gukoresha ijambo rimwe muburyo butandukanye, sobanura intera hakiri kare.
Ibipimo birashobora kugaragara bikomeye mugihe imikorere-yisi-itaringaniye.
Kwirengagiza ubuziranenge bwamakuru na gahunda yo gusuzuma akenshi bitanga ibisubizo byoroshye.
Igishushanyo mbonera
Tangira nururimi rusobanutse rwibisubizo ukeneye.
Toranya intsinzi imwe hamwe nuburyo bumwe bwo gutsindwa mbere yo kwipimisha.
Koresha umuderevu muto hamwe namakuru ahagarariye, ntabwo ari demo yashizweho.
Inyandiko aho Moderi ya Diffusion ifasha nuburyo bworoshye bworoshye.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
GLIDE Diffusion Model
Ibibazo bikunze kubazwa
What is Diffusion Models?
Moderi ya Diffusion itanga amashusho mukwiga guhindura inzira yo gusakuza, ihindura static idasanzwe mumashusho arambuye intambwe ku yindi. Baha imbaraga ibikoresho byambere byambere-by-amashusho nkibikoresho bihamye, DALL-E, na Midjourney.
Niki gitekerezo cyibanze inyuma yukuntu moderi yo gukwirakwiza itanga ishusho?
Ikwirakwizwa ryikitegererezo ryiga guhindura inzira yo gusakuza, guhera ku rusaku rwiza no kwerekana intambwe ku yindi kugeza ishusho isobanutse igaragara.
Mugihe cy'amahugurwa, mubyukuri icyitegererezo cyiga guhanura kuri buri ntambwe?
Icyitegererezo gihabwa urusaku rwinshi kandi rwiga kugereranya urusaku rwongewemo, bityo rushobora gukuramo urusaku mugihe cyibisekuru.
Nigute inyandiko yihuta igira ingaruka kumashusho yakozwe?
Gutondekanya inyandiko (binyuze muburyo bwo guhuza ibitekerezo no kuyobora) yerekana intambwe zose zerekana kugirango ishusho igaragara ihure nikibazo.
Ni ukubera iki Stable Diffusion ikora inzira mu 'mwanya wihishe'?
Gukorera mumwanya wihishe inyuma aho kuba pigiseli yuzuye-igabanya cyane kubara mugihe ubitse ubuziranenge.
Ni izihe nyungu zingenzi zuburyo bwo gukwirakwiza hejuru ya GAN?
Moderi ya Diffusion irinda umukino udahwitse wumukino nuburyo bwo gusenyuka kwa GAN, bitanga imyitozo yizewe hamwe nibisohoka byinshi.