Kayayyakin AI JAGORA

Juyar da Rubutu maras kyau

Juyar da rubutu mara kyau wata dabara ce wacce ke ba ku damar shirya hoto na gaske tare da samfurin yaduwa da rubutu kamar Stable Diffusion yayin kiyaye duk abin da ba ku nemi canza daidai ba.

2 min karatuAn sabunta ta ƙarshe

Dubawa

It bridges the gap between generating fresh images and faithfully reconstructing and re-editing ones you already have.

Zurfafa nutsewa

Don gyara hoto na gaske tare da ƙirar yaduwa, da farko dole ne ku gudanar da tsarin tsara baya don nemo hayaniyar da za ta sake ƙirƙira shi. Hanya mai sauri da ake kira jujjuyawar DDIM tana yin wannan amma tana jan hankali, don haka sake ginawa yayi kama da kuskure. Jagoran da ba shi da rarrabuwa, wanda ke haɓaka yadda ƙarfi da rubutu ke motsa hoton, yana haɓaka wannan ɓacin rai. Juyar da rubutu mara amfani, wanda Google masu bincike suka gabatar a cikin 2022, yana gyara wannan ta hanyar barin samfurin a daskare kuma a maimakon haka inganta rubutun 'ba komai' (ba komai) da aka yi amfani da shi a cikin jagora, ɗaya a kowane ɓata lokaci. Wannan yana mayar da sake ginawa zuwa ainihin hoton ta yadda daga baya ya hanzarta yin gyare-gyare, kamar juya 'kare' zuwa 'cat', canza abin da ake nufi kawai.

Fahimtar Fasaha

Jagoran da ba shi da rarrabuwa yana banbanta tsakanin hasashen yanayi (tare da gaggawa) da wanda ba shi da wani sharadi (tare da shigar da komai cikin gaggawa). Juyar da rubutu mara amfani yana kiyaye ainihin saurin da ma'auni, kuma gradient-yana haɓaka kawai abin da aka saka fanko a kowane ɗayan matakan watsawa kusan 50 don haka yanayin jagora ya bi hanyar DDIM da aka riga aka ƙididdige shi. Sakamakon yana kusa-pixel-cikakkiyar sake ginawa tare da cikakken ƙarfin jagora, yana barin gaggawar kyauta don fitar da ainihin gyare-gyare.

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 Rubutun Null-Text

Juyar da rubutu mara amfani ya kasance a hankali saboda yana inganta kowane hoto, don haka sabon aiki yana matsawa zuwa gaba, juzu'i mara inganci. Hanyoyi irin su Inversion-Negative-Prompt Inversion, Direct Inversion, da hanyoyin da aka gina akan daidaito cikin sauri da ƴan matakai kaɗan suna nufin aminci iri ɗaya a cikin wucewar gaba ɗaya. Yi tsammanin juyowa ta zama shiru, ginanniyar mataki a cikin masu gyara hoto na mabukaci, ba da damar ingantaccen ingantaccen hoton hoto ba tare da mai amfani ya taɓa ganin lissafi ba.

Aiwatar da Gaskiyar Duniya

Gyara hoton hutu na gaske don haka motar da aka faka ta zama launi daban-daban yayin da titi, mutane, da hasken wuta ba a taɓa su ba.

Musanya nau'in dabbar dabba na gaske a cikin hoton iyali ba tare da canza bango ko matsayi ba

Canza kakar hoton wuri mai faɗi (garen bazara zuwa kaka) ta hanyar gyara kalmar da take kawai

Ƙarfafa salon gyara na gida na 'gaggauta-zuwa-gaba' akan hotuna da aka ɗora wa mai amfani a cikin nunin bincike da aikace-aikacen gyara

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

1

Ƙayyade ma'auni na karɓa don daidaito, tunowa, da farashi na kuskure.

2

Gwada tare da bayanan da suka dace da ainihin yanayin samarwa.

3

Ƙara bita na ɗan adam don ƙarancin amincewa ko tsinkaya mai tasiri.

4

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

Yi-A-Video Rubutu-zuwa-Bidiyo

Tambayoyin da ake yawan yi

What is Null-Text Inversion?

Juyar da rubutu mara kyau wata dabara ce wacce ke ba ku damar shirya hoto na gaske tare da samfurin yaduwa da rubutu kamar Stable Diffusion yayin kiyaye duk abin da ba ku nemi canza daidai ba. Yana cike gibin da ke tsakanin samar da sabbin hotuna da aminci da sake ginawa da sake gyara wadanda kuke da su.

Menene ainihin juyar da rubutun banza ke inganta?

Yana kiyaye samfurin da kuma ainihin saurin daskarewa kuma yana haɓaka ƙarar rubutu mara sharadi/rauni a kowane lokaci, wanda yake da sauri kuma mara lalacewa.

Me yasa juyarwar DDIM a sarari ta zama mara dogaro yayin amfani da ita don gyarawa?

Juyawar DDIM tana tara ƙananan kurakurai, kuma ƙaƙƙarfan jagorar da ake buƙata don gyare-gyare mai kyau yana haɓaka wannan ɓacin rai, sake gina ƙasƙanci.

Menene babban makasudin juyar da hoto na gaske kafin gyara shi?

Gyara yana buƙatar iri amo da yanayin da zai sake gina asali, don haka canje-canjen gaggawa suna canza abun ciki da aka yi niyya kawai.

Kusan ta yaya juzu'in rubutu maras amfani ke sarrafa ingantawa a cikin tsarin watsawa?

Ana kunna keɓan rubutun ɓoyayyiyar ɓarna a kowane lokaci don haka jagorar hanya ta bibiyar yanayin juyar da aka riga aka ƙididdige shi.

Juyar da rubutu mara amfani an fi haɗawa da wace irin tsarin gyarawa?

Da zarar an juyar da hoto na gaskiya da aminci, hanyoyin da ake kora da sauri kamar saurin-zuwa-sauri na iya yin niyya, canje-canje na gida.