Icyemezo cya LaMa-Igishushanyo gikomeye
LaMa (Inkingi nini ya Mask) ni umuyoboro wihuse, woroshye woroheje wuzuza uturere twabuze cyangwa twakuweho ishusho neza, nubwo umwobo ari munini.
Incamake
It matters because it produces convincing fills at resolutions far higher than it was trained on, making professional object removal accessible to anyone.
Kwibira cyane
LaMa, yatangijwe n'abashakashatsi ba Samsung AI mu 2021, ikemura ikibazo kimaze igihe kinini: moderi nyinshi zishushanya zisiga cyangwa zijimye iyo zisabwa kuzuza masike manini cyangwa imyenda isubiramo nk'urukuta rw'amatafari hasi. Iterambere ryayo ni ugukoresha Byihuta Byihuta (FFCs), biha umuyoboro umurima wakira isi yose murwego rumwe aho gukenera imyanzuro myinshi. Ibi bituma LaMa 'ibona' ishusho yose icyarimwe kandi igakomeza imiterere yigihe kimwe. Yahuguwe hamwe nigihombo cyo guhangana nigihombo cyo gushishoza gishingiye kumurongo ubwacyo ukoresha imirima yagutse. Igisubizo rusange muri rusange kuburyo budasanzwe, akenshi ushushanya 2K amashusho neza nyuma yo guhugura ibihingwa bito gusa.
Ubushishozi
Ibyingenzi byingenzi nihuta ryihuse. Ubusanzwe imyanzuro ireba gusa agace gato kaho, gufata rero intera ndende bisaba urusobe rwimbitse. FFC ihindura igice cyikarita yikiranga muri domaine yumurongo, ikoresha imyanzuro ihari, hanyuma igahindura inyuma. Kuberako ibikorwa bya frequence-domaine bisanzwe mubisanzwe kwisi yose, urwego rumwe rwa FFC ruvanga amakuru kumashusho yose, rufasha LaMa gusubiramo imiterere no kubaha geometrie yisi yose nkurukuta.
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'icyemezo cya LaMa-Igishushanyo gikomeye
LaMa ikomeje kuba urwego rukomeye, rukora neza kandi rwinjijwe cyane mubikoresho byubusa hamwe namakuru afungura isoko-yerekana amafoto kuko ikora byihuse kubikoresho byoroheje bidafite urugero runini rwo gukwirakwiza. Icyerekezo ni imiyoboro ya Hybrid: koresha LaMa kugirango wuzuze ibintu byihuse kandi byubatswe, hanyuma uhitemo kunonosora ibisobanuro hamwe na moderi yo gukwirakwiza. Tegereza igitekerezo cyacyo cya Fourier-convolution kugirango ukomeze kugaragara mugihe nyacyo cyo gutunganya, gusana ikadiri ya videwo, no gusukura amafoto ya mobile igendanwa aho umuvuduko nibintu byibutse byibuze.
Gushyira mu bikorwa Isi
Kuraho ba mukerarugendo cyangwa abafotora kumafoto yingendo mugihe urukuta rwinyuma cyangwa ikirere kitagira ikizinga
Gusiba ibimenyetso byamazi, igihe, cyangwa ibirango mumashusho kubikorwa byo gusana byemewe
Gusiba imirongo yamashanyarazi nibyapa byo kumuhanda uhereye kumazu utimukanwa
Kugarura amafoto ashaje cyangwa yangiritse wuzuza ibishushanyo, amarira, hamwe no kubura inguni
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.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
CodeFormer Gukomera Isura
Ibibazo bikunze kubazwa
What is LaMa Resolution-Robust Inpainting?
LaMa (Inkingi nini ya Mask) ni umuyoboro wihuse, woroshye woroheje wuzuza uturere twabuze cyangwa twakuweho ishusho neza, nubwo umwobo ari munini. Nibyingenzi kuko itanga ibyuzuzo byemeza imyanzuro irenze kure iyo yatojwe, bigatuma gukuramo ibintu byumwuga bigera kubantu bose.
Nibihe byasinywe byubaka biha LaMa isi yose ibona ishusho?
LaMa ikoresha Byihuta Byihuta (FFCs), ikora igice murwego rwumurongo kugirango itange ikibanza cyakira isi yose murwego rumwe.
Kuki LaMa ikora maska manini kurenza moderi nyinshi zo gushushanya?
Kuberako FFC ibona ishusho yose icyarimwe, LaMa irashobora guhuriza hamwe gukomeza imiterere na geometrie ndetse no mubice byinshi byabuze.
Imbaraga zigaragara za LaMa nubushobozi bwayo bwo gushushanya amashusho muburyo ki?
LaMa ihuza neza imyanzuro irenze iyo igaragara mugihe cyamahugurwa, niyo mpamvu yitwa imyanzuro-ikomeye.
Ni ubuhe bwoko bw'imiterere LaMa ikora neza cyane bitewe no gutunganya inshuro nyinshi?
Imiyoboro ya Frequency-domaine ihuye neza nuburyo bwigihe, bityo LaMa ikomeza isubiramo imyenda nkurukuta rwamatafari hasi.
Ni ikihe gihombo gifasha LaMa kubyara ibintu bifatika-byuzuye aho kuba impuzandengo?
LaMa ikomatanya igihombo cyo guhangana no gushishoza, ishishikarizwa imiterere ityaye, yemewe aho kuba pigiseli igereranijwe.