Igenzura
IgenzuraNet ninyongera itanga ishusho-yerekana imiterere yuburyo bugenzurwa neza, ikwemerera kuyobora ibisohoka hamwe nimpande, imyanya, ikarita yimbitse, cyangwa abanditsi.
Incamake
It turns text-to-image from a slot machine into a controllable design tool.
Kwibira cyane
Yatangijwe na Lvmin Zhang na bagenzi be mu 2023, ControlNet yometse ku buryo bwo gukwirakwiza ibintu mbere na mbere nka Stable Diffusion itongeye imyitozo yose. Ihuza kodegisi ya kodegisi yo gukwirakwiza U-Net muri kopi yatojwe, hanyuma igahuza iyo kopi igasubira mu mwimerere wafunzwe binyuze muri zeru yatangijwe na zeru (zero-convs). Izi zeru zitangira nta ngaruka, bityo imyitozo itangirira kumyitwarire yumwimerere kandi igenda yiga gutera inshinge. Ikarita ni ikarita yerekana umwanya: Ishusho ya Canny, ishusho ya OpenPose skeleton, ikarita yimbitse, maskike ya segmentation, cyangwa igishushanyo mbonera. Igisubizo nuko ishusho yakozwe ikurikira imiterere yikarita yo kugenzura mugihe inyandiko ihita ishyiraho imiterere nibirimo, igaha abahanzi kwizerwa, gusubiramo.
Ubushishozi
Amayeri asobanura ni zeru-kwemeza. Kuberako ibice bihuza byatangijwe kugeza kuri zeru, ishami rya ControlNet ryambere ntacyo ryongeyeho, icyitegererezo rero gisa numwimerere mugitangira imyitozo. Ibi birinda urusaku rwangiza ibice bishya ubundi byatera inshinge kandi bigakora neza-neza neza no kuri datasets nto. Gradients itembera muri zeru-konve hanyuma ikingura buhoro buhoro inzira igenzura, yiga kugenzura imiterere neza.
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.
Kazoza Kumugenzuzi
Igenzura-Imiterere-yuburyo bugenda buhinduka ibikorwa remezo bisanzwe mubikoresho byo guhanga, hamwe nuburyo bwinshi bwo gutondekanya (guhuza pose wongeyeho ubujyakuzimu hiyongereyeho impande) hamwe na adaptoro yoroheje nka T2I-Adapter na IP-Adapter. Tegereza kwinjizwa cyane muri videwo yo gukwirakwiza amashusho ahoraho, kugenzura igihe nyacyo cyo guhinduranya, hamwe na moderi ihuriweho yemera ubwoko bwinshi bwo kugenzura icyarimwe, bigahindura umurongo hagati yo gushushanya no gutanga bwa nyuma.
Gushyira mu bikorwa Isi
Gufunga inyuguti nyayo hamwe na skelet ya OpenPose mugihe uhindura imyenda ninyuma ukoresheje ikibazo
Koresha ikarita ya Canny kugirango uhindure ifoto yinyubako mugihe uzigama imirongo yububiko
Guhindura inyandiko zishushanyije zandikishijwe intoki mubishushanyo bisennye kubuhanzi bwibitekerezo hamwe nibibaho
Gukoresha ikarita yimbitse kuburyo ibyerekanwe byakozwe byubaha imiterere ya 3D kubicuruzwa no gushushanya imbere
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
SLAM igaragara
Ibibazo bikunze kubazwa
What is ControlNet?
IgenzuraNet ninyongera itanga ishusho-yerekana imiterere yuburyo bugenzurwa neza, ikwemerera kuyobora ibisohoka hamwe nimpande, imyanya, ikarita yimbitse, cyangwa abanditsi. Ihindura inyandiko-ku-shusho kuva imashini ishiramo igikoresho cyo kugenzura.
Ni ikihe kibazo ControlNet ikemura cyane cyane kubyara amashusho?
IgenzuraNet ireka abakoresha bayobora ibisohoka hamwe nuburyo butandukanye nkimpande, imyanya, cyangwa ubujyakuzimu, bigatuma ibisekuruza bigenzurwa aho guhitamo.
Ni uruhe ruhare rwa 'zeru-kwemeza' muri ControlNet?
Zeru yatangijwe na zeru ntacyo itanga mbere, icyitegererezo rero gihuye numwimerere kandi cyiga conditioning buhoro buhoro kandi gihamye.
Niki muri ibyo byemewe kugenzuraNet yemewe?
IgenzuraNet ikoresha amakarita atandukanye nka pose skelet, ikarita yimbitse, Canny impande, hamwe na masike yo gutandukanya nkubuyobozi bwubaka.
Nigute ControlNet ifitanye isano na moderi yo gukwirakwiza nka Diffusion Stable?
IgenzuraNet clone kandi itoza kopi ya encoder mugihe U-Net yumwimerere ikonje, ikomeza ubumenyi bwize.
Mubikorwa bya ControlNet, niki gisanzwe gishyiraho imiterere nibirimo mugihe ikarita yo kugenzura ishyiraho imiterere?
Inyandiko ihita igenzura imiterere nibintu, mugihe ikarita yo kugenzura ikurikiza imiterere.