Incamake
Diffusion Transformers (DiTs) bahinduranya U-Net ihamye kumutima wibishusho na generator ya videwo kumugongo wa Transformer. Ubu bwubatsi bufite imbaraga ziyobora sisitemu nka Stable Diffusion 3 na __AIU_PROTECTED_10 __ 'Sora, kandi ipima neza kuburyo wongeyeho compte.
Impinduka za Diffusion ni iyimikorere ya mudasobwa-iyerekwa isobanura cyangwa itanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga.
Kwibira cyane
Moderi ya Diffusion itanga amashusho mugutangirira ku rusaku rwiza no kubisubiramo mubishusho bihuye. Kumyaka umuyoboro ukora iyo denoising yari U-Net, imyubakire yemeza. Impinduka ya Diffusion, yatangijwe na Peebles na Xie mu 2022, isimbuza U-Net na Transformer. Ishusho yabanje gukusanyirizwa mumwanya wihishe, igabanyijemo uduce duto, kandi buri patch iba ikimenyetso, cyane nkamagambo muburyo bw'ururimi. Transformer noneho itunganya ibi bimenyetso hamwe no kwiyitaho kuri buri ntambwe yerekana. Icy'ingenzi cyagaragaye ni uko imikorere ya DiT itera imbere mu buryo buteganijwe uko wongera ubunini bw'icyitegererezo kandi ukagabanya ingano ya patch, ukurikiza amategeko yo gupima neza. Ubu bunini ni impamvu sisitemu-kuri-videwo na sisitemu yohejuru-yinyandiko-y-amashusho yimukiye ahanini muri Transformer umugongo.
Ubushishozi
Guhanga udushya nuburyo DiTs itera inshinge nka timestep hamwe ninyandiko yihuse. Aho guhuriza hamwe byoroshye, bakoresha imiterere ihuza imiterere (adaLN), aho umuyoboro uteganya ibipimo noguhindura ibipimo bisanzwe mubisanzwe uhereye kubimenyetso byerekana. Impinduka ya adaLN-zeru itangiza ibi rero buri gice gitangira nkigikorwa cyiranga, gihagarika amahugurwa. Ibishishwa bisobekeranye mubimenyetso, bitunganywa nibisanzwe bya Transformer hamwe no kwiyitaho, hanyuma bigateranyirizwa hamwe hanyuma bigasubira muri pigiseli.
Kumenya Guhindura Diffusion
Diffusion Transformers (DiTs) bahinduranya U-Net ihamye kumutima wibishusho na generator ya videwo kumugongo wa Transformer. Ubu bwubatsi bufite imbaraga ziyobora sisitemu nka Stable Diffusion 3 na __AIU_PROTECTED_10 __ 'Sora, kandi ipima neza kuburyo wongeyeho compte. Impinduka za Diffusion ni iyimikorere ya mudasobwa-iyerekwa isobanura cyangwa itanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Transformers ya Diffusion 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 Diffusion Transformers aringaniza ukuri hamwe nukuri kubikorwa nkubwiza bwamakuru, itandukaniro ryamatara, hamwe na labels 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.
Gushyira mu bikorwa Isi
__AIU_PROTECTED_10 __ 'Sora ikoresha umugongo wa Transformer hejuru yigihe cyagenwe kugirango ubyare amashusho yiminota-minini, yizerwa cyane uhereye kumyandiko.
Diffusion Stable 3 ifata Multimodal Diffusion Transformer (MMDiT) kugirango ihuze neza amashusho yakozwe hamwe nibisobanuro birambuye byanditse.
Abashakashatsi bapima DiT kugeza kuri miliyari y'ibipimo kandi bakareba ubwiza bw'amashusho bugenda butera imbere, bayobora ibyemezo bya bije.
Sitidiyo ikoresha moderi ishingiye kuri DiT kugirango yongere amashusho magufi, ifata amashusho yandi mashusho nkibimenyetso byinyongera byerekana.
Uburyo bwo Gushyira mu bikorwa
Impinduka za Diffusion mubikorwa
__AIU_PROTECTED_10 __ 'Sora ikoresha umugongo wa Transformer hejuru yigihe cyagenwe kugirango ubyare amashusho yiminota-minini, yizerwa cyane uhereye kumyandiko.
__II_
Impinduka za Diffusion mubikorwa
Diffusion Stable 3 ifata Multimodal Diffusion Transformer (MMDiT) kugirango ihuze neza amashusho yakozwe hamwe nibisobanuro birambuye byanditse.
Stable Diffusion 3 ifata Transformer ya Multimodal Diffusion Transformer (MMDiT) kugirango ihuze neza amashusho yakozwe hamwe nibisobanuro birambuye byanditse Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Impinduka za Diffusion mubikorwa
Abashakashatsi bapima DiT kugeza kuri miliyari y'ibipimo kandi bakareba ubwiza bw'amashusho bugenda butera imbere, bayobora ibyemezo bya bije.
Abashakashatsi bapima DiT kugeza kuri miliyari y'ibipimo kandi bakareba ubwiza bw'amashusho bugenda butera imbere mu buryo buteganijwe, bayobora ibyemezo bya bije-bije Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho biri imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Impinduka za Diffusion mubikorwa
Sitidiyo ikoresha moderi ishingiye kuri DiT kugirango yongere amashusho magufi, ifata amashusho yandi mashusho nkibimenyetso byinyongera byerekana.
Sitidiyo ikoresha moderi ishingiye kuri DiT kugirango yongere amashusho magufi, ifata ama kadamu yandi mashusho nkibimenyetso byongeweho kugirango yamagane Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
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.
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.