Amabwiriza ya AI

Guhindura Ishusho

Ibara ryerekana amashusho rikoresha AI kugirango wongere ibara ryumvikana, rifatika kumafoto yumukara-n-umweru na firime.

2 min somaIbiherutse kuvugururwa

Incamake

It matters because it brings historical archives to life and restores faded or grayscale imagery without manual painting.

Kwibira cyane

Guhindura amabara nikibazo kitari ikibazo: pigiseli imwe yumukara irashobora kuba amabara menshi, kubera ko umucyo wonyine udashiraho hue. Sisitemu zigezweho zifata nkubuhanuzi, zigira kuri miriyoni yamafoto yamabara yahinduwe muburyo bwa graycale. Umuyoboro wemeza cyangwa uhindura ibona umuyoboro woroheje gusa kandi uhanura imiyoboro yamabara yabuze, mubisanzwe mumwanya wamabara ya CIE Lab aho L ifite umucyo na a / b ifata ibara. Kuberako ibyatsi mubisanzwe ari icyatsi nikirere ubusanzwe ubururu, icyitegererezo cyiga imibare ikomeye. Ibikorwa by'ingenzi byakozwe na Zhang n'abandi. . Gukwirakwiza gushya hamwe nuburyo bwintangarugero reka reka abakoresha bayobore amabara nibitekerezo cyangwa amashusho yerekana kugenzura neza.

Ubushishozi

Sisitemu nyinshi zikorera mumwanya wa Laboratwari: umuyoboro wakira gusa umuyoboro wa L (urumuri) kandi ugasohora imiyoboro ya a na b chrominance, igahuzwa hamwe numwimerere L. Gufata ibyahanuwe byamabara nkurwego rushyizwe hejuru kumabati yagereranijwe, aho gusubiza inyuma indangagaciro nyazo, birinda icyitegererezo kugereranya amabara menshi yemewe mubururu bwijimye-bwijimye, butanga ibisubizo byiza cyane, byizewe.

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.

Ejo hazaza h'amabara

Guhindura amabara bigenda byerekeza kubikoresho, bigenzurwa aho umukoresha akanze ibara ryerekana kandi moderi ikwirakwiza ubudahwema. Moderi ya Diffusion hamwe nururimi rusobanura ("kora umwambaro utukura") ongeraho kugenzura ibisobanuro, mugihe imiyoboro imenyerewe byigihe gito isiga amabara firime zose nta guhindagura ikadiri kumurongo. Witegereze kwishyira hamwe hamwe nu miyoboro yo gusana icyarimwe icyarimwe, hejuru, no gusiga amabara, hiyongereyeho uburyo bukomeye bwo kurinda amabendera ko amabara ari ibitekerezo bya AI aho kuba amateka.

Gushyira mu bikorwa Isi

Kugarura verisiyo yamabara yibihe byamateka yintambara yisi yose hamwe namafoto yububiko bwikinyejana cya 19 kumazu ndangamurage na documentaire

Kuzana amafirime yumukara-n-umweru na mashusho ya TV kumabara kugirango yongere asohore

Porogaramu yumuryango-ifoto (nka MyHeritage na Google Amafoto) ayo mabara-auto-ibara rya kera abakurambere

Guhindura ibara rya graycale ubuvuzi cyangwa siyanse yo kwerekana imiterere no kunoza ibisobanuro biboneka

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

SPADE Semantike Ishusho

Ibibazo bikunze kubazwa

What is Image Colorization?

Ibara ryerekana amashusho rikoresha AI kugirango wongere ibara ryumvikana, rifatika kumafoto yumukara-n-umweru na firime. Nibyingenzi kuko bizana ububiko bwamateka mubuzima kandi bugarura amashusho yazimye cyangwa ibara ryijimye nta gushushanya intoki.

Kuki gushushanya amashusho bifatwa nkikibazo 'kibi'?

Umucyo wonyine ntabwo ugena hue, so pigiseli imwe yumukara irashobora kuba umutuku, ubururu, cyangwa icyatsi, bigatuma igisubizo kidasobanutse.

Muburyo buzwi bwa Laboratwari yumwanya, umuyoboro wakira iki nkuwinjiza?

Ishusho yerekana ibara ni umuyoboro wa L. icyitegererezo gihanura imiyoboro yabuze a na b ikongera ikayihuza na L.

Kuki Zhang n'abandi. Ikadiri yamabara yo guhanura nkibisobanuro hejuru yamabara 'bin' aho gusubira inyuma?

Kugarura agaciro kamwe bikunda kugereranya amabara menshi yemewe muburyo bwijimye-umukara; gutondekanya muri bin bikomeza amabara neza.

Nigute moderi yiga amabara ibintu bigomba kuba bitarinze kubwirwa?

Amahugurwa kuri datasets nini yigisha icyitegererezo ko ibyatsi bisanzwe ari icyatsi, ikirere gikunze kuba ubururu, kandi uruhu rwuruhu rugwa mubice bimwe.

Ni ikihe kibazo gikomeye mugihe uhindura amabara kuruta amafoto imwe?

Niba buri kintu gifite ibara ryigenga, ikintu kimwe gishobora guhinduranya hue hagati yamakadiri, bigatera kurangaza; icyitegererezo cyigihe gito gikemura iki.