Tuning Multi-Concept Tuning
Yadawa na al'ada hanya ce mai sauƙi mai sauƙin daidaitawa wacce ke koyar da ƙirar rubutu-zuwa-hoto sabbin dabaru na sirri, kamar kare ku ko takamaiman kujera, daga ƴan hotuna kaɗan.
Dubawa
Its standout feature is composing several newly learned concepts together in one generated scene.
Zurfafa nutsewa
Masu bincike na Adobe da CMU sun sake shi a cikin 2022, Yadawa na Musamman yana keɓance samfura irin su Stable Diffusion ba tare da sake horar da duk hanyar sadarwa ba. Maimakon sabunta kowane nauyi, ya gano cewa ɗaukaka ɗan ƙaramin yanki kawai, maɓalli da ƙima da ƙima a cikin ma'auni mai kulawa, ya isa ɗaukar sabon ra'ayi daga kusan hotuna 4 zuwa 20. Wannan yana ci gaba da kunnawa cikin sauri (mintuna) da ƙaramin ajiya (megabyte maimakon gigabytes). Mahimmanci, yana iya koyan ra'ayoyi da yawa lokaci guda ta hanyar horon haɗin gwiwa ko ta hanyar haɗa dabarun horarwa daban ta amfani da ƙayyadaddun haɓakawa. Wannan yana ba ka damar faɗakarwa, ka ce, takamaiman cat ɗinka zaune akan takamaiman kujera mai zane, wani abu guda-ra'ayi hanyoyin gwagwarmayar haɗawa.
Fahimtar Fasaha
Tsare-tsare shine inda saurin rubutu ke tasiri ga hoton; Alamun rubutu suna samar da tambayoyin da ke halartar fasalin fasalin gani ta hanyar maɓalli da ƙima. Yadawa na al'ada yana daskare yawancin U-Net kuma yana kunna waɗancan tsinkayen K da V kawai, sassan da ke da alhakin ɗaure kalmomi zuwa bayyanar. Hakanan yana amfani da saitin daidaita hotuna na ainihi wanda ke raba nau'in ra'ayi don hana ƙirar daga wuce gona da iri da manta ma'anar kalma mai faɗi.
Dabarun Tasiri
Gudu da sikelin
Kayayyakin AI na iya sarrafa aiki da bincike, ganowa, da ayyuka masu alama a sikelin.
Gina zaɓuɓɓuka
Ƙungiyoyin ƙirƙira za su iya samar da ra'ayoyi cikin sauri tare da ƙarancin bita da hannu.
Ƙungiya da aikin aiki
Ayyuka na iya amfani da siginar hoto da bidiyo waɗanda a baya suke da wahalar aiwatarwa.
Makomar Yawawar Kwamfuta Mai Mahimmanci Tuning Multi-Concept
Keɓance ra'ayi da yawa yana haɗuwa tare da adaftar muhalli kamar LoRA, inda yawancin ƙananan ra'ayi za a iya haɗe su a lokacin ƙididdigewa. Tsarukan gaba suna nufin tsara ra'ayoyi da yawa na al'ada a tsafta ba tare da sifa jini ba (launi na cat yana yawo a kan kujera), da kuma yin kunnawa cikin daƙiƙa ko ma rikodin-kawai, ba tare da ingantawa ba. Yi tsammanin wannan zai haifar da ingantaccen ƙirar kadari, avatars na sirri, da keɓance kan na'ura.
Aiwatar da Gaskiyar Duniya
Koyar da ƙirar takamaiman dabbar ku daga ɗimbin hotuna, sannan samar da shi cikin sabbin wurare, kayayyaki, da saituna
Koyan samfurin tambari (sneaker ko kwalban) da mascot iri, sa'an nan kuma haɗa duka a cikin hoton talla ɗaya.
Ɗaukar kayan fasaha na sirri da kamannin memba na iyali da kuma haɗa su tare a cikin wuraren da aka ƙirƙira
Haɗa kayan daki na al'ada tare da salon ɗaki na al'ada don yin ba'a game da ƙirar ƙirar ciki
Hatsari & Tsare-tsare
Haƙƙoƙin hoto da yarda na iya zama haxarin doka idan ba a fayyace ba.
Ayyukan samfuri na iya bambanta a ko'ina cikin haske, ƙididdiga, da mahalli.
Ƙarya tabbataccen ƙila ba za a iya lura da shi ba sai dai idan an kula da ƙofofin amincewa.
Taswirar Hanya
Ƙayyade ma'auni na karɓa don daidaito, tunowa, da farashi na kuskure.
Gwada tare da bayanan da suka dace da ainihin yanayin samarwa.
Ƙara bita na ɗan adam don ƙarancin amincewa ko tsinkaya mai tasiri.
Bi diddigin ƙirar ƙira kuma sake ingantawa bayan canje-canjen kamara ko saitin bayanai.
Ci gaba da Bincike
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Jagora na gaba
Manufar Watsawa don Sarrafa Robot
Tambayoyin da ake yawan yi
What is Custom Diffusion Multi-Concept Tuning?
Yadawa na al'ada hanya ce mai sauƙi mai sauƙin daidaitawa wacce ke koyar da ƙirar rubutu-zuwa-hoto sabbin dabaru na sirri, kamar kare ku ko takamaiman kujera, daga ƴan hotuna kaɗan. Fiyayyen fasalinsa yana haɗa sabbin dabaru da yawa tare a wuri ɗaya da aka samar.
Wanne bangare na ƙirar yaduwa ya fi dacewa da kyautuka na Custom Diffusion?
Yana sabunta kawai ma'aunin ma'aunin K da V, waɗanda ke ɗaure kalmomi zuwa bayyanar, kiyaye saurin sauri da ƙaramin fayil ɗin da aka ajiye.
Menene Yadawa na Musamman don idan aka kwatanta da hanyoyin ra'ayi guda ɗaya?
Ƙarfin sa hannun sa shine tsarar ra'ayi da yawa, yana haɗa batutuwa da yawa na keɓaɓɓun tare.
Kusan hotuna nawa nawa ne Yawawar Al'ada ke buƙatar koyan ra'ayi?
Yana koyo daga ƴan ƴan ɗimbin hotuna, yin keɓancewa mai amfani ga masu amfani na yau da kullun.
Me yasa Yadawa Custom ke amfani da saitin hotuna na yau da kullun daga mafi girman nau'in ra'ayi?
Hotunan tsare-tsare suna kiyaye ma'anar kalmar rukuni gabaɗaya don kada ƙirar ta rushe zuwa sabon ra'ayi kawai.
Ta yaya za a iya amfani da dabarun Yaɗuwar Al'ada guda biyu daban-daban tare?
Za a iya haɗa ra'ayoyin da aka koya masu zaman kansu ta hanyar ingantaccen tsari mai rufewa, yana ba da damar haɓakar haɗin gwiwa.