IP-Adapter ngir laaj nataal
IP-Adapter ab yokk bu woyof la buy may modelu diffusion yu melni Stable Diffusion ñu nangu ab nataal ni ab laaj, du ab bind rek.
Résumé
It means you can hand the model a reference picture and say 'make something in this style or with this subject' without retraining anything.
Plongeur bu xóot
IP-Adapter, bi gëstukat yu Tencent dugal ci 2023, faj na jafe-jafe bu yàgg: laaj mbind yi dañu xawa jafe leeral ay detay yu ñuy gis lu melni benn kanam, stilu art, wala mbir. Duñu defar model bi yépp, IP-Adapter dafay yokk ay parametre yu ndaw yuñ mëna tàggat (lu tollu ci 22 milioŋ) yuy kode nataalu royuwaay ba noppi dugal ko ci model bi. Li gëna am solo mooy, dafay jëfandikoo jumtukaayu 'decoupled cross-attention' suko defee màndarga nataal yi ak màndarga bind yi am yooni bàyyi xel yu wuute, duñu leen boole. Loolu dafay tëye modelu base bi, kon benn IP-Adapter buñ tàggat dafay liggéey ci checkpoint yu bari yuñ defar bu baax te mën nañu ko boole ak jumtukaay yu melni ControlNet ngir saytu jëmmal.
Gis-gis xarala
Kaf gi gëna am solo mooy bàyyi xel ci jàmm. Encodeur nataal CLIP bu liw dafay soppi nataalu royuwaay bi ci ay embeddings, yu benn reso projection bu ndaw di def ci espace model bi. Duñu boole ñoom ak ay token bind, waaye IP-Adapter dafay yokk ay layer cross-attention yuñ jagleel màndarga nataal yi, boole seen génne ak génne text-attention. Tàqale bii dafay tere siñaal nataal yi ak mbind yi di jaxasoo, loolu mooy tax ñu mëna doxal bu baax, ba noppi di wàññi diisaay yiñ mëna tàggat, moo gën ajustement bu mat sëkk.
njeextalu pexe
Gaawaay ak yaatuwaay
Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal.
Tabax tànneef
Ekipu kreatif yi mën nañu defar konsept yu gëna gaaw te duñu def lu bari ci loxo.
Ekip ak def liggéey
Liggéeyukaay yi mën nañu jëfandikoo siñaal nataal wala wideo yu jafewoon lool ci liggéey.
Ëlëgu IP-Adapter ngir laaj nataal
Xaarandi IP-Adapters ñu nekk bloc de construction buñ miin ci pipeline nataal ak wideo, ak 'kanam' ak 'style' yu gëna am doole ak boole bu gëna dëgër ci jumtukaayi jënd ak jaay. Gëstu dafay puus ci nataali royuwaay yu bari ci benn yoon, dindi xeetu royuwaay bu gëna baax ci ëmbiit li, ak adaptatër ngir diffusion wideo suko defee benn kadre royuwaay mëna tegtal yëngu. Lu modelu base yi di jëm kanam, adaptatër yu woyof yi ak plug-in yi dañu leen di wéy di am njariñ te duñu soxla xaalis bu bari ngir tàggataat leen.
Doxal ci àdduna dëgg
Feeding ab nataalu nit ngir defar ay nataal yu bees yuy baña yàq seen nuru ci pose ak seen yu wuute
Jëfandikoo ab tablo ngir royuwaay ci stil suko defee nataal yi ñuy defar ñu toppandoo paletu melo yi ak broos yi te duñu kopie sujet bi
boole IP-Adapter ak ControlNet ngir tëye melokaanu produit bi booy soppi pose bi wala fonndam ngir jël nataal yi
Toxal melokaanu nataalu tablo humeur ci konsept art bu bees ngir jeu wala filmu buy waaja defar
Risk yi ak balustrade yi
Yelleefi nataal ak nangu mën na nekk risku yoon sudee fi ñu bawoo leerul.
Performance model bi mën na wuute ci leeraay bi, demographie bi ak environmaa bi.
Njuumteg positive yi mën nañu dem te kenn duko seetlu fileek xool wuñu buntu wóolu sa bopp.
Roadmap ngir samp gi
Mandargal kritërium nangug njub, woowaat ak njëgu njuumte.
Saytu ak done yu méngoo ak anam yi ñuy liggéeyee dëgg.
Yokk jàngat nit ngir xam fu wóorul dara wala am njeexital yu rëy.
Toppal model drift bi nga baaxal ko ginaaw bi kamera bi wala done yi soppeekoo.
Weyal di banneexu
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Gis bi ci topp
VQGAN ak téere kode
Laaj yi ñuy faral di laaj
What is IP-Adapter for Image Prompts?
IP-Adapter ab yokk bu woyof la buy may modelu diffusion yu melni Stable Diffusion ñu nangu ab nataal ni ab laaj, du ab bind rek. Loolu dafay tekki ni mën nga jox model bi nataalu royuwaay ba noppi nga wax ko 'defar dara ci stil bii wala ak sujet bii' te doo tàggataat dara.
Lan mooy jafe-jafe bi IP-Adapter di saafara?
IP-Adapter dafay may nataalu royuwaay bi mu nekk luy laaj, di jàpp mbir yu leer yu baat yi mënu ñu leeral bu baax.
Ban mekaniism la IP-Adapter di jëfandikoo ngir dugal ay màndarga nataal?
Dafay yokk yeneen yooni cross-attention ngir man-mani nataal yi suko defee ñu baña jaxasoo ak man-mani bind yi.
Lan moo tax benn IP-Adapter buñu tàggat mën na liggéey ci barab yu bari yuñ defar bu baax?
Ndax modelu base bi dafa gelé te adaptateur bu ndaw bi kese lañu tàggat, dafay toxal ci checkpoint yu méngoo.
Lu tollu ci ñaata paramet yuñ mëna tàggat la IP-Adapter bi njëkk yokk?
IP-Adapter bi njëkk daa woyof, du yokk lu tollu ci 22 milioŋ ciy paramet.
Ban jumtukaay lañuy faral di boole ak IP-Adapter ngir saytu jëmmal?
ControlNet mooy yor jëmmal ak pose, waaye IP-Adapter dafay joxe stil wala sujet ci nataalu royuwaay.