Incamake
Stable Diffusion ni isoko ifunguye inyandiko-yerekana ishusho, yasohowe na Stability AI mumwaka wa 2022, itanga amashusho mugukuraho urusaku buhoro buhoro aho rutangirira. Kuba ifunguye kandi ikoreshwa kubakoresha GPUs, byakuruye umuryango munini wibikoresho, imirongo myiza, hamwe na porogaramu.
Diffusion ihamye ni iyerekanwa rya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga.
Kwibira cyane
Moderi ya Diffusion yiga guhindura inzira yo gusakuza. Mugihe cy'amahugurwa, amashusho nyayo afite urusaku rudasanzwe rwongeweho intambwe ku yindi kugeza bihagaze neza; icyitegererezo cyiga guhanura no gukuramo urwo rusaku. Kubyara, bitangirira ku rusaku rwiza kandi bikerekana inshuro nyinshi kugeza ishusho ihuje igaragara, iyobowe ninyandiko yawe. Ihinduka ryibanze rya Diffusion ni igice cyihishwa: aho gukora kuri pigiseli yuzuye-yuzuye, ikanda amashusho mumwanya muto wihishe ukoresheje autoencoder itandukanye, ikora buhoro buhoro aho, hanyuma igasubira kuri pigiseli. Iyi niyo mpamvu ishobora gukora kumikino isanzwe GPU aho kuba data center. Kodegisi yinyandiko (CLIP muburyo bwambere) ihindura ikibazo cyawe mubuyobozi, naho U-Net ikora denoising. Ibiro byayo bifunguye byafashaga ControlNet, LoRA neza, hamwe nibikoresho bitabarika byo guhanga.
Ubushishozi
Diffusion ihamye nicyitegererezo cyo gukwirakwiza. Autoencoder igabanya ishusho ya 512x512 mumashanyarazi yihishe, igabanya kubara kuburyo butangaje. U-Net yatojwe guhanura urusaku rwongewe kuri buri gihe, rushingiye ku nyandiko yashyizwemo binyuze mu guhuza ibitekerezo. Ubuyobozi butarangwamo ubuyobozi butuma uhamagara uburyo ishusho ikurikira byihuse muguhuza ibyahanuwe kandi bitagabanijwe. Mugusuzuma, sampler (nka DDIM cyangwa Euler) afata umubare watoranijwe wo kwerekana intambwe; intambwe nyinshi mubisanzwe bivuze ibisubizo bisukuye kubiciro byihuta.
Kumenya Gutandukana Kutajegajega
Stable Diffusion ni isoko ifunguye inyandiko-yerekana ishusho, yasohowe na Stability AI mumwaka wa 2022, itanga amashusho mugukuraho urusaku buhoro buhoro aho rutangirira. Kuba ifunguye kandi ikoreshwa kubakoresha GPUs, byakuruye umuryango munini wibikoresho, imirongo myiza, hamwe na porogaramu. Diffusion ihamye ni iyerekanwa rya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Stable Diffusion nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura neza ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amakipe akomeye akoresha Stable Diffusion 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.
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
Abahanzi naba hobbyist batanga ibitekerezo byubuhanzi nibishushanyo byaho kuri GPU yabo hamwe na LoRA yihariye-nziza
Koresha ControlNet kugirango ubuze igisekuru hamwe na skeleton yifotoje, ikarita yimbitse, cyangwa igishushanyo mbonera kugirango uhimbe neza
Gushushanya no gushushanya kugirango uhindure amafoto, ukureho ibintu, cyangwa wagure ibintu birenze imipaka yumwimerere
Sitidiyo yimikino hamwe nabashushanya batanga imiterere, ikibaho cyimyumvire, hamwe numutungo utandukanye vuba kandi bihendutse
Uburyo bwo Gushyira mu bikorwa
Gutandukana gushikamye mubikorwa
Abahanzi naba hobbyist batanga ibitekerezo byubuhanzi nibishushanyo byaho kuri GPU yabo hamwe na LoRA yihariye.
Abahanzi naba hobbyist batanga ibitekerezo byubuhanzi nibishushanyo byaho kuri GPU yabo hamwe na LoRA nziza-tunes Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Gutandukana gushikamye mubikorwa
Koresha ControlNet kugirango ubuze igisekuru hamwe na skeleton yifotoje, ikarita yimbitse, cyangwa igishushanyo mbonera kugirango uhimbe neza.
Gukoresha ControlNet kugirango ubuze igisekuru gifite skelete yifoto, ikarita yimbitse, cyangwa igishushanyo mbonera cyerekana neza Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Gutandukana gushikamye mubikorwa
Gushushanya no gushushanya kugirango uhindure amafoto, ukureho ibintu, cyangwa wagure ibintu birenze imipaka yumwimerere.
Gushushanya no gushushanya kugirango uhindure amafoto, ukureho ibintu, cyangwa wagure ahantu harenze imbibi zumwimerere 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.
Gutandukana gushikamye mubikorwa
Sitidiyo yimikino hamwe nabashushanya batanga imiterere, ikibaho cyimyumvire, hamwe numutungo utandukanye vuba kandi bihendutse.
Sitidiyo yimikino ya Indie hamwe nabashushanya batanga imiterere, imbaho zumutima, hamwe nuburyo butandukanye bwihuse kandi bihendutse Amakipe mubisanzwe abona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
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.