Juyin Rubutu
Inversion Rubutu yana koyar da janareta hoto sabon ra'ayi-kamar takamaiman kyan gani, salon fasaha, ko samfuri—ta hanyar koyon sabuwar kalma guda ɗaya gareshi, ba tare da canza ƙirar kanta ba.
Dubawa
It lets you put your own subject into AI art using just 3-5 example photos.
Zurfafa nutsewa
Inversion Rubutu, wanda masu bincike suka gabatar a cikin 2022, yana magance matsalar keɓancewa: ta yaya za ku gaya wa samfuri kamar Stable Diffusion ya zana * kare ku, lokacin da 'kare' kaɗai ba zai kama shi ba? Maimakon sake horar da babbar hanyar sadarwa ta jijiyoyi, yana daskare duk samfurin kuma ya koyi abu ɗaya: sabon 'kalma-kalma' da ke haɗawa — vector guda ɗaya a cikin ƙamus ɗin rubutu, galibi ana rubuta shi azaman S*. Kuna ciyar da shi hotuna 3-5 na ra'ayi, kuma haɓakawa yana nuna wannan nau'in vector har sai samfurin ya sake fitar da batun lokacin da kuka buga sabuwar kalmar. Domin vector ne kawai ('yan kilobytes) aka koya, sakamakon kankani ne kuma ana iya rabawa. Sannan zaku iya rubuta tsokaci kamar 'S* hawan skateboard, zanen mai' kuma ra'ayin ya bayyana a cikin sabbin mahallin.
Fahimtar Fasaha
Dabarar ita ce samfurin rubutu-zuwa-hoto suna canza kowace kalma zuwa wani nau'i mai haɗawa kafin samarwa. Inversion Rubutu yana ƙara sabon vector zuwa waccan tebur mai haɗawa kuma yana inganta shi kawai, ta amfani da yaduwa iri ɗaya yana nuna hasara akan hotunan misalinku. Gradients suna komawa baya zuwa abin haɗawa yayin da duk ma'aunin ƙira ya kasance a daskare. Sakamako shine ɗan ƙarami (waɗan KB) waɗanda ke rayuwa a cikin sararin ƙamus ɗin da ke akwai-babu canjin ma'auni, don haka ƙirar tushe tana kiyaye duk iliminsa na farko.
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 Juyar da Rubutu
Inversion Rubutu ya kasance sananne saboda ƙaramin girman fayil ɗinsa da iyawar sa, kuma buɗe tushen al'umma yana cinikin dubban waɗannan abubuwan haɗin gwiwa. Hanyoyi na gaba suna haɗa shi tare da wasu hanyoyin - tattara kalmomi da yawa da aka koya don mafi kyawun al'amuran, haɗa su tare da LoRA ko DreamBooth don ingantaccen aminci, da faɗaɗa ra'ayin zuwa bidiyo da janareta na 3D. Yi tsammanin 'dakunan karatu na ra'ayi' inda masu amfani ke haɗawa da daidaita alamun koyaswar, da sauri, juzu'i na kusa don haka keɓancewa ya faru cikin daƙiƙa fiye da mintuna.
Aiwatar da Gaskiyar Duniya
Mai zane yana koyon alamar sa hannu don salon kwatancen sa hannu, sannan ya motsa shi zuwa sabbin fage da yawa don madaidaicin fayil.
Mai dabbobi yana loda hotuna biyar na karensu don samar da shi a matsayin ɗan sama jannati, zanen Renaissance, ko zane mai ban dariya.
Ƙaramar alamar kasuwancin e-commerce tana koyon kalma don samfurinta don haka zai iya sanya ta a yawancin tallace-tallace ba tare da hoton hoto ba.
Gidan wasan kwaikwayo na wasan kwaikwayo yana ɗaukar kamannin hali mai maimaitawa azaman alamar sake amfani da ita don kiyaye fasahar ra'ayi daidai da ƙungiyar.
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
Juyar da Rubutu maras kyau
Tambayoyin da ake yawan yi
What is Textual Inversion?
Inversion Rubutu yana koyar da janareta hoto sabon ra'ayi-kamar takamaiman kyan gani, salon fasaha, ko samfuri—ta hanyar koyon sabuwar kalma guda ɗaya gareshi, ba tare da canza ƙirar kanta ba. Yana ba ku damar sanya batun ku cikin fasahar AI ta amfani da hotuna misali 3-5 kawai.
Menene ainihin Inversion Rubutu ke koya yayin horo?
Yana inganta sabon ƙaƙƙarfan kalma guda ɗaya kawai da ke haɗa vector yayin da ke kiyaye ƙirar gabaɗayan a daskare.
Kusan misalan misalai nawa ne ke buƙatar Juyawa Rubutu yawanci?
Ƙananan hannun hannu, yawanci hotuna 3-5 na ra'ayi, ya isa ya koyi alamar mai amfani.
Me yasa fayilolin Inversion Rubutu ƙanana ne (sau da yawa 'yan kilobytes)?
Vector guda ɗaya kawai aka adana, don haka fayil ɗin ƙarami ne kuma mai sauƙin rabawa.
Me ke faruwa baya canzawa yayin horon Inversion Rubutu?
Tsarin tushe yana daskarewa; kawai sabon sakawa ne aka sabunta, don haka kafin ilimin yana adana.
Ta yaya ake amfani da dabarun da aka koya bayan Juyar da Rubutu?
Kuna haɗa sabon alamar (kamar S*) a cikin saƙon rubutu na yau da kullun don kiran ra'ayi.