Incamake
MaskGIT itanga amashusho muguhanura ibimenyetso byinshi icyarimwe no kuzuza ibyiringiro byambere, gusimbuza buhoro buhoro ibumoso-iburyo hamwe nintoki zintambwe yihuse.
MaskGIT Parallel Token Decoding ni iyimikorere ya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga.
Kwibira cyane
MaskGIT (Masked Generative Image Transformer), kuva Google muri 2022, yongeye gutekereza uburyo moderi yerekana amashusho yerekana ibimenyetso. Impinduka zambere nka VQGAN zabyaye ibimenyetso byikora, kimwekimwe murutonde rwa raster, kikaba gitinda kandi kidasanzwe kumashusho 2D. MaskGIT ahubwo ihugura ifite intego yo kwerekana icyitegererezo nka BERT: uduce duto duto twerekana amashusho twihishe kandi icyitegererezo cyiga guhanura icyarimwe ukoresheje ibitekerezo byombi. Mugihe cyibisekuru bitangirira kuri gride yuzuye yuzuye kandi igashiramo umubare uteganijwe wo gusubiramo (akenshi 8 kugeza 12). Buri ntambwe ihanura buri kimenyetso gipfundikijwe, igumya guhanura-ibyiringiro byinshi, kandi ikongera ikagaragaza ibisigaye kumurongo ukurikira. Ibi bitanga amashusho yujuje ubuziranenge hafi ya gahunda yubunini buke ugereranije na decode ya autoregressive.
Ubushishozi
Ikintu cyingenzi ningengabihe ishingiye ku masike. Gahunda ya cosine ihitamo umubare wikimenyetso cyo kwerekana buri itera, gutangira buhoro kandi byihuse. Kuberako kwitabwaho ari ibyerekezo byombi, buri kimenyetso kibona ishusho yose yigice, bityo rero gukora ibyiringiro byizewe ubanza kureka intambwe zanyuma zikamera kumiterere ihamye, cyane nko gukemura ibice byoroshye bya puzzle mbere yibidasobanutse.
Kumenya MaskGIT Kuringaniza Token Decoding
MaskGIT itanga amashusho muguhanura ibimenyetso byinshi icyarimwe no kuzuza ibyiringiro byambere, gusimbuza buhoro buhoro ibumoso-iburyo hamwe nintoki zintambwe yihuse. MaskGIT Parallel Token Decoding ni iyimikorere ya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata MaskGIT Parallel Token Decoding 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 MaskGIT Parallel Token Decoding iringaniza 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.
Amatsinda arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Amatsinda 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.
Gushyira mu bikorwa Isi
Gukora ishusho yuzuye muburyo bugera kuri 8 kugeza kuri 12 aho kuba amagana ya autoregressive token
Gushushanya agace gafunze ifoto wongeye guhanura gusa ibimenyetso byihishe hamwe nibidukikije
Urwego-rwerekana ishusho synthesis kuri ImageNet kurwego rwiza rwo guhatana hamwe na moderi zitinda cyane
Gukora nkumugongo wa decoding ya sisitemu yinyandiko-shusho nka __AIU_PROTECTED_11 __ 'MUSE ikeneye ibisekuruza byihuse
Uburyo bwo Gushyira mu bikorwa
MaskGIT Parallel Token Decoding mubikorwa
Gukora ishusho yuzuye muburyo bugera kuri 8 kugeza kuri 12 aho kuba amagana ya autoregressive token.
Gukora ishusho yuzuye mu ntambwe zigera kuri 8 kugeza kuri 12 aho kuba amajana n'amajana yerekana ibimenyetso byerekana ko amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
MaskGIT Parallel Token Decoding mubikorwa
Gushushanya agace gafunze ifoto wongeye guhanura gusa ibimenyetso byihishe hamwe nibidukikije.
Gushushanya akarere gafunze ifoto wongeye guhanura gusa ibimenyetso byihishe hamwe nibidukikije bikikije Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
MaskGIT Parallel Token Decoding mubikorwa
Urwego-rwerekana ishusho synthesis kuri ImageNet kurwego rwiza rwo guhatana hamwe na moderi zitinda cyane.
Isanamu-shusho-shusho-shusho kuri ImageNet kurwego rwo guhatanira ubuziranenge hamwe na moderi zitinda cyane Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
MaskGIT Parallel Token Decoding mubikorwa
Gukora nkumugongo wa decoding ya sisitemu-y-ishusho ya sisitemu nka __AIU_PROTECTED_11 __ 'MUSE ikeneye ibisekuruza byihuse.
Gukora nkumugongo wa decoding ya sisitemu yinyandiko-shusho nka __AIU_PROTECTED_11 __ 'MUSE ikenera ibisekuru byihuse Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ingaruka & Kurinda
Uburenganzira bwishusho 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.
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.
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.
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.
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.