Custom Diffusion Multi-Concepting Guhuza
Custom Diffusion nuburyo bworoshye bwo gutunganya neza bwigisha inyandiko-ku-shusho yerekana imiterere mishya yumuntu ku giti cye, nkimbwa yawe cyangwa intebe yihariye, uhereye kumafoto make.
Incamake
Its standout feature is composing several newly learned concepts together in one generated scene.
Kwibira cyane
Yarekuwe nabashakashatsi ba Adobe na CMU mumwaka wa 2022, Custom Diffusion yihindura imiterere nka Stable Diffusion itarinze kongera umuyoboro wose. Aho kuvugurura uburemere bwose, byavumbuye ko kuvugurura agace gato gusa, urufunguzo nagaciro kerekana matrices mubice byambukiranya ibitekerezo, birahagije kugirango ushiremo igitekerezo gishya kuva kumashusho agera kuri 4 kugeza kuri 20. Ibi bikomeza guhuza byihuse (iminota) nububiko buto (megabytes kuruta gigabytes). Icy'ingenzi, irashobora kwiga icyarimwe icyarimwe binyuze mumahugurwa ahuriweho cyangwa muguhuza ibitekerezo bitandukanye byatojwe ukoresheje optimizme ibujijwe. Ibyo bigufasha guhita, vuga, injangwe yawe yihariye yicaye ku ntebe yawe yihariye, ikintu kimwe-uburyo bumwe bwo guharanira guhuza.
Ubushishozi
Kwambukiranya ibitekerezo niho inyandiko yihuta igira ishusho; inyandiko yerekana imiterere yibibazo byitabira gukwirakwiza moderi igaragara hakoreshejwe urufunguzo nagaciro. Custom Diffusion ihagarika igice kinini cya U-Net kandi igahuza gusa ibyo K na V byateganijwe, ibice bishinzwe cyane guhuza amagambo kumiterere. Irakoresha kandi ibisanzwe byerekana amashusho nyayo asangira icyiciro cyicyerekezo kugirango abuze icyitegererezo gukabya no kwibagirwa ijambo ryagutse ibisobanuro.
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 ha Custom Diffusion Multi-Concepts Guhuza
Kwishyira ukizana kwinshi guhuza hamwe na adapter ecosystems nka LoRA, aho ibintu byinshi bito bishobora kuvangwa mugihe cyo gufata umwanzuro. Sisitemu y'ejo hazaza igamije guhimba ibintu byinshi byabigenewe bisukuye neza nta maraso yamenetse (ibara ry'injangwe risohoka ku ntebe), no gukora tuning mu masegonda cyangwa ndetse na kodegisi-yonyine, nta optimizasiyo. Tegereza ibi kugirango ushimangire ibirango-byerekana umutungo, avatar yumuntu ku giti cye, hamwe no kugikoresho.
Gushyira mu bikorwa Isi
Kwigisha icyitegererezo amatungo yawe yihariye uhereye kumafoto make, hanyuma ukayabyara mumashusho mashya, imyambarire, hamwe nimiterere
Kwiga ibicuruzwa biranga (inkweto cyangwa icupa) hamwe na mascot yikimenyetso, hanyuma ugahimba byombi mumashusho imwe yo kwamamaza
Gufata ikintu cyubuhanzi cyihariye hiyongereyeho umuryango wumuryango no kubishyira hamwe mubintu byahimbwe
Gukomatanya ibikoresho byabigenewe hamwe nicyumba cyabigenewe cyo gusebanya imbere-igishushanyo mbonera
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
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Ibibazo bikunze kubazwa
What is Custom Diffusion Multi-Concept Tuning?
Custom Diffusion nuburyo bworoshye bwo gutunganya neza bwigisha inyandiko-ku-shusho yerekana imiterere mishya yumuntu ku giti cye, nkimbwa yawe cyangwa intebe yihariye, uhereye kumafoto make. Ikiranga igihagararo cyayo ni uguhimba ibintu byinshi bishya byize hamwe muburyo bumwe.
Niki gice cyikwirakwizwa rya Custom Diffusion mbere na mbere neza?
Ivugurura gusa guhuza-K na V matrices, ihuza amagambo kumiterere, igakomeza guhuza byihuse na dosiye yabitswe nto.
Niki Custom Diffusion izwi cyane ugereranije nuburyo bumwe?
Ubushobozi bwumukono ni ibisekuruza byinshi, bihuza ibintu byinshi byihariye hamwe.
Hafi yingero zingahe amashusho Custom Diffusion ikeneye kwiga igitekerezo?
Yigira kumashusho mato mato, bigatuma kwimenyekanisha bifatika kubakoresha buri munsi.
Ni ukubera iki Custom Diffusion ikoresha ishusho yamashusho kuva murwego rwagutse?
Amashusho asanzwe agumana ibisobanuro rusange byicyiciro cyijambo ntagishobora guhinduka kugirango moderi idasenyuka kubitekerezo bishya gusa.
Nigute dushobora gutozwa gutandukanya ibitekerezo bya Custom Diffusion byakoreshwa hamwe?
Kwigenga byigenga birashobora guhuzwa binyuze muburyo bufunze-uburyo bwo guhuza ibitekerezo, bigafasha guhuriza hamwe.