Amabwiriza ya AI

Guhuza Urujya n'uruza

Guhuza imigezi nuburyo bushya bwo guhugura imiterere ibyara ibyara yiga 'umuvuduko wumurima' utwara urusaku rudasanzwe kuri data ifatika.

2 min somaIbiherutse kuvugururwa

Incamake

It matters because it can match or beat diffusion model quality while generating images in far fewer steps.

Kwibira cyane

Imiyoboro ihuye itoza icyitegererezo cyo gutwara ikwirakwizwa rishoboka (urusaku rworoshye, nka Gaussiya) muyindi (amashusho nyayo) munzira zikomeza. Aho gusakuza, intego-ishingiye ku ntego yo gukwirakwiza, icyitegererezo gisubiza mu buryo butaziguye umurima wihuta: kuri buri mwanya nigihe gihanura icyerekezo nuburyo icyitegererezo gikwiye kugenda. Guhuza ibintu gutondekanya ibintu bituma iyi ikururwa mugusobanura inzira yoroshye kuri buri cyitegererezo, akenshi imirongo igororotse, hagati yurusaku rwurusaku namakuru yintangarugero, hanyuma igatoza umuyoboro guhuza uwo muvuduko. Mugihe cyibisekuru utangirira kurusaku hanyuma ugahuza umurima wize hamwe na ODE solver. Gutunganya neza, impinduka ikunzwe, igorora nkana izi nzira kuburyo ibisekuruza bikenera intambwe nke zo gukemura. Ishimangira icyitegererezo nka Stable Diffusion 3 na Flux.

Ubushishozi

Amayeri yibanze nigikorwa cyo guhuza igihombo gihuye: aho kubara umuvuduko udasanzwe wa marginal hejuru ya dataset yose, urateganya kumurongo umwe wamakuru, wubake inzira yoroshye ya interpolation (urugero, x_t = (1-t) * urusaku + t * data), hanyuma usubize umuyoboro kumuvuduko uzwi (inzira ukuyemo urusaku). Ugereranije kuri byinshi, ibi birashoboka ko bigarura ikibanza gikwiye. Gutoranya noneho bikemura ikigereranyo gisanzwe gitandukanye, aricyo kigena kandi cyoroshye.

Ingaruka z'Ingamba

Umuvuduko n'igipimo

AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.

Build choices

Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.

Itsinda hamwe nakazi

Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.

Igihe kizaza cyo guhuza ibicuruzwa

Guhuza ibicuruzwa bigenda bihinduka byihuse uburyo bwo gutoza amashusho manini na generator ya videwo kuko inzira zikomeye zishobora gusobanura intambwe nke zo gutoranya hamwe nigiciro gito. Tegereza gukosorwa-gutemba-uburyo bwo gusunika kugirango utere ibisekuru byujuje ubuziranenge kugera ku ntambwe imwe cyangwa ebyiri, videwo nyayo na sintezez ya 3D, hamwe no guhuza hamwe no gukwirakwizwa munsi yigihe kimwe. Abashakashatsi kandi barayagura kugirango bamenye amakuru, politiki y'ibikorwa bya robo, hamwe no kwigana siyanse, aho ubwikorezi bworoshye, bugenzurwa hagati yo kugabura bifite agaciro.

Gushyira mu bikorwa Isi

Guha imbaraga leta-yubukorikori inyandiko-ku-shusho nka Stable Diffusion 3 na Flux ikoresha imyitozo ikosowe

Gukora amashusho muburyo buke bwo gutoranya intambwe kuruta gukwirakwiza gakondo, kugabanya compte nubukererwe

Politiki yo kwiga robotike, aho imigezi ijyanye nicyitegererezo cyoroshye ibikorwa byerekanwa

Amashusho yihuse hamwe na 3D yibyara inyungu byunguka inzira igororotse, intambwe nkeya

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

1

Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa.

2

Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.

3

Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.

4

Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.

Komeza Ubushakashatsi

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Ubuyobozi bukurikira

Ijwi ryamajwi atemba-Guhuza Imvugo Igisekuru

Ibibazo bikunze kubazwa

What is Flow Matching?

Guhuza imigezi nuburyo bushya bwo guhugura imiterere ibyara ibyara yiga 'umuvuduko wumurima' utwara urusaku rudasanzwe kuri data ifatika. Nibyingenzi kuko irashobora guhuza cyangwa gutsinda ikwirakwizwa ryikitegererezo mugihe itanga amashusho mubyiciro bike cyane.

Ni ubuhe buryo bwo guhuza imigezi yiga guhanura?

Guhuza imigozi bisubiza inyuma umuvuduko wigihe cyerekana umurima usobanura icyerekezo n'umuvuduko wo gutwara ingero kuva urusaku kugeza ikwirakwizwa ryamakuru.

Nigute ingero zitangwa kuva mumahugurwa yatojwe ahuza?

Igisekuru gitangirira ku rusaku rwicyitegererezo kandi mubare uhuza imibare yize ODE (umuvuduko wumuvuduko) imbere kugirango ugere kuburugero rwamakuru.

Niki gituma ibintu bitemba bihuye nigihombo gikurura imyitozo?

Mugutondekanya kumurongo umwe wintangarugero no kubaka inzira yoroshye (urugero, umurongo ugororotse) hamwe numuvuduko uzwi, ubundi intego ya marginal intego ntishobora guhinduka byoroshye.

Ni ukubera iki impinduka 'ikosowe neza' ituma ibisekuruza byihuta?

Inzira zoroshye zirashobora guhuzwa neza nintambwe nkeya cyane, kugabanya cyane umubare wisuzuma ryurusobe mugihe cyo gutoranya.

Ni ubuhe bwoko bw'ishusho bugezweho bwubatswe ku guhuza / gukosorwa gutemba?

Diffusion Stable Diffusion 3 na Flux bemeza gukosorwa-gutemba-uburyo-bwamahugurwa, impamvu nyamukuru ihuza ihuza ryamamaye.