Imagen 2 da Rarraba-Tuned Diffusion
Hoton 2 shine samfurin Google na gaskiya na yaduwa na tushen rubutu-zuwa hoto, mai ladabi tare da daidaita lada ta yadda abubuwansa suka fi dacewa da abin da mutane suke so.
Dubawa
It matters because it pairs strong image quality and accurate text rendering with alignment techniques borrowed from how chatbots are trained.
Zurfafa nutsewa
Imagen 2 yana ginawa akan ainihin girke-girke na Imagen: babban samfurin yare daskararre yana ɓoye faɗakarwa, kuma ɗimbin nau'ikan yaduwa suna juya hayaniyar bazuwar zuwa cikakken hoto yayin da suke kasancewa da aminci ga wannan rubutun. Ƙarin kanun labarai shine gyaran lada, inda samfurin lada da aka koya ya haifar da hotuna don halaye kamar daidaitawa da sauri, ƙayatarwa, da gaskiya, kuma ƙirar watsawa tana da kyau don samar da sakamako mai girma. Wannan yana nuna ƙarfafa koyo daga ra'ayoyin ɗan adam da aka yi amfani da su a cikin ƙirar harshe. Imagen 2 ingantattun hotunan hoto, ingantaccen rubutun rubutu na cikin hoto, tallafin saurin yaruka da yawa, da ƙarfin sarrafa batutuwa masu rikitarwa kamar hannaye da fuskoki. Hakanan ya ƙara fenti da fenti, kuma Google ya haɗa shi tare da kayan aikin alamar ruwa na SynthID don yin alama ga hotuna da aka samar da AI. Yana ƙarfafa fasali a cikin samfuran Google da ƙwarewar ImageFX.
Fahimtar Fasaha
Yadawa yana koyon jujjuya tsarin hayaniya, a hankali yana musun filin bazuwar zuwa hoton da rubutun rubutu ke jagoranta. Gyaran lada yana zaune a saman: samfurin lada, wanda aka horar akan abubuwan da mutane suke so, yana ba da sigina da ke nuna ƙirar yaduwa zuwa abubuwan da mutane ke ƙima mafi girma, kama da RLHF na rubutu. Haɗe tare da jagorar kyauta, wanda ke daidaita aminci da bambance-bambance, wannan yana ba da damar Imagen 2 haɓaka kai tsaye don ingantaccen inganci da daidaitawa maimakon kawai daidaita rarraba horo.
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 Hoton 2 da Watsawa-Tuned Lada
Watsawa mai lada yana zama hanyar da ta dace don sarrafawa, tsararrun aminci, kuma siginonin lada za su faɗaɗa don rufe aminci, gaskiya, da adalci tare da kyawawan halaye. Yi tsammanin sarrafawar gyare-gyare mai ƙarfi, yin samfur mai sauri ta hanyar distillation, da daidaitaccen tabbaci ta hanyar alamar ruwa kamar SynthID. Yayin da samfuran fifiko ke girma da haɓakawa da kowane mai amfani, masu samar da hoto za su ƙara daidaita salo da abun ciki zuwa dandano na mutum yayin da za a iya gano su azaman AI.
Aiwatar da Gaskiyar Duniya
Ƙirƙirar tallace-tallace da hoton samfur tare da ingantaccen rubutu na cikin hoto kamar gajerun taken ko lakabi.
Zane don cirewa ko maye gurbin abubuwa a cikin hoton da ke akwai.
Zane don faɗaɗa fage don shimfidu daban-daban, banners, ko ma'auni.
Samar da kaddarorin ƙirƙira na harsuna da yawa inda tsokaci da rubutu suka bayyana a cikin yaruka da yawa, mai alamar ruwa tare da SynthID don tabbatarwa.
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
Tsayayyen Bidiyo Yadawa
Tambayoyin da ake yawan yi
What is Imagen 2 and Reward-Tuned Diffusion?
Hoton 2 shine samfurin Google na gaskiya na yaduwa na tushen rubutu-zuwa hoto, mai ladabi tare da daidaita lada ta yadda abubuwansa suka fi dacewa da abin da mutane suke so. Yana da mahimmanci saboda yana haɗe ingantaccen hoto mai ƙarfi da ingantaccen rubutu tare da dabarun daidaitawa da aka aro daga yadda ake horar da taɗi.
Wace babbar fasaha ce ta Imagen 2 ke amfani da ita?
Imagen 2 samfuri ne na watsawa: yana koyan jujjuya tsarin surutu, yana juya hayaniyar bazuwar zuwa cikakken hoto mai jagorar rubutu.
Menene gyaran lada ke ƙarawa Imagen 2?
Gyaran lada mai kyau yana sabunta ƙirar ta amfani da samfurin lada da aka horar akan abubuwan da mutane ke so, suna karkatar da shi zuwa ga mafi girman ƙima, hotuna masu daidaituwa.
Wace dabara daga horarwa samfurin harshe yayi kamanceceniya da lada na Imagen 2?
Gyaran lada a zahiri yana kama da RLHF: samfurin lada wanda aka zaɓa wanda aka zaɓa yana jagorar daidaitawa don fitar da tagomashin ɗan adam.
Ta yaya Imagen 2 ke fahimtar saƙon rubutu?
Hoton 2 yana bin girke-girke na Imagen na yin amfani da babban samfurin yare mai daskararre don ɓoye saƙon zuwa cikin abubuwan shigar da rubutu.
Menene SynthID ake amfani dashi tare da hotunan Imagen 2?
SynthID yana ƙara alamar ruwa mara ganuwa don haka za a iya gano hotunan AI da aka ƙirƙira don tabbatarwa, koda bayan wasu gyare-gyare.