Amabwiriza ya AI

Guhindura Ishusho

Ishusho yamabara ikoresha AI kugirango yongere ibara ryumvikana, rifatika kumafoto yumukara-n-umweru na firime.

Incamake

Ishusho yamabara ikoresha AI kugirango yongere 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.

Ishusho Ibara ni iyimikorere ya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga.

Kwibira cyane

Guhindura amabara nikibazo kitari ikibazo: pigiseli imwe yumukara irashobora kuba amabara menshi, kubera ko umucyo wonyine udashiraho hue. Sisitemu zigezweho zibifata nkubuhanuzi, twigira kuri miriyoni yamafoto yamabara yahinduwe muburyo bwa artile. 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.

Kumenya Amabara

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. Ishusho Ibara ni iyimikorere ya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Ibara ryibishusho 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 Ishusho Yamabara aringaniza neza 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 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.

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-na-yera 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 bigaragara

Uburyo bwo Gushyira mu bikorwa

Guhindura amashusho mubikorwa

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

Kugarura verisiyo yamabara yibihe byamateka yintambara yisi yose hamwe namafoto yububiko bwububiko bwikinyejana cya 19 Amakipe yingoro ndangamurage na documentaire Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.

Guhindura amashusho mubikorwa

Kuzana amafirime yumukara-na-yera na mashusho ya TV kumabara kugirango yongere asohore.

Kuzana amafirime yumukara-n-umweru hamwe namashusho ya TV kugirango ibara ryongeye gusubirwamo Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.

Guhindura amashusho mubikorwa

Porogaramu yumuryango-ifoto (nka MyHeritage na Google Amafoto) ayo mabara-auto-amabara ashaje ya ba sogokuruza.

Porogaramu yumuryango-ifoto (nka MyHeritage na Google Amafoto) ayo mashusho yimodoka ya kera ya ba sogokuruza bafotora Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.

Guhindura amashusho mubikorwa

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

Guhindura amabara ya graycale yubuvuzi cyangwa siyanse kugirango yerekane imiterere no kunoza gusobanura amashusho Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.

Ingaruka & Kurinda

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Uburenganzira bwishusho hamwe no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse.

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Imikorere yicyitegererezo irashobora gutandukana kumurika, demografiya, nibidukikije.

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Ibyiza byibinyoma birashobora kutamenyekana keretse niba ibyiringiro byateganijwe bikurikiranwa.

Igishushanyo mbonera

1

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.

2

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.

3

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.

4

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.

Komeza Ubushakashatsi