Muse Masked Generative Imaging
Muse waa qaab qoraal-u-sawir ah oo ka yimid Google kaas oo soo saara sawirro isagoo buuxinaya calaamado muuqaal ah oo daboolan, taasoo ka dhigaysa mid aad uga dhaqso badan faafinta tallaabo-tallaabo ah.
Dulmar
It matters because it showed you can get high-quality, well-aligned images without the slow iterative denoising that most generators rely on.
quusid qoto dheer
Muse wuxuu ku shaqeeyaa goobta calamada gaarka ah ee sawirka. VQGAN horay loo sii tababaray ayaa sawir u roga shabagyo iskudhaf ah, sida erey-bixinno dhismo muuqaal ah. Inta lagu jiro tababarka, qayb weyn oo calaamadahan ah waa la daboolaa, oo Transformer-ku waxa uu bartaa in uu dib u saadaaliyo, iyada oo ku xidhan qoraallada la qaboojiyey ee qaabka luqadda weyn ee la qaboojiyey (T5-XXL). Wakhtiga qarniga Muuse waxa uu ka bilaabaa shabaqyo mad-madow leh oo waxa uu kala saarayaa wareegyo is-bar-bar yaacaya, isaga oo saadaaliya calaamado badan tallaabo kasta oo uu dib u maro kuwa ugu kalsoonida yar. Naqshad laba-heer ah ayaa marka hore soo saarta shabag-beeg-xalinta hoose, ka dibna qaabka-xalinta sare ayaa buuxinaya shabag-xalal sare. Sababtoo ah daraasiin calaamado ah ayaa isku mar xalliya, moodooyinka 900M iyo 3B waxay soo saaraan sawir 256 ama 512 pixel ah oo kaliya oo ka mid ah baasaska hore.
Aragtida Farsamada
Khiyaamada xudunta u ah waa isbarbar-dhigid isbarbar-dhigid dib-u-samaynta kalsoonida-ku-saleysan, oo inta badan loo yaqaan muunad-qaabka MaskGIT. Halkii uu hal mar wax ka sheegi lahaa (autoregressive) ama boqollaal jeer diidi lahaa (faafin), Muuse waxa uu saadaaliyaa dhammaan calaamadihii la daboolay, waxa uu ilaalinayaa kuwa ugu kalsoonida badan, inta soo hadhayna waxa uu dib u daboolayaa wareegga xiga. Isticmaalka summada qoraalka T5-XXL ee la qaboojiyey waxay ku siinaysaa faham luqadeed adag lacag la'aan, iyo ku shaqaynta calaamado gaar ah waxay u oggolaanaysaa tusaalaha sababta ku saabsan sawirrada ereyada oo kale.
Saamaynta Istiraatijiyadeed
Xawaaraha iyo miisaanka
Visual AI wuxuu si otomaatig ah u samayn karaa baadhista, ogaanshaha, iyo sumadaynta hawlaha miisaanka.
Xulashada dhismayaasha
Kooxaha hal-abuurka leh waxay hindise karaan fikradaha si dhakhso leh iyagoo leh dib-u-eegis buugeed yar.
Kooxda iyo socodka shaqada
Hawlgalladu waxay isticmaali karaan calaamadaha muuqaalka iyo muuqaalka kuwaas oo markii hore adkeyd in la farsameeyo.
Mustaqbalka Muuse Masked Generative Imaging
Qodobbada isbar-bar yaaca ee waji-dhaqaale ee xagga koronto-dhaliyeyaasha tayada sare leh iyo si dhab ah labadaba, taas oo lama huraan u ah tafatirka isdhexgalka iyo isticmaalka qalabka. Filo fikradda saadaasha calaamaduhu inay ku midoobaan faafinta iyo hababka fiidyaha ee is-difaacida, iyo in la xoojiyo rinjiyeynta degdegga ah, rinji-baxa, iyo tafatir la'aanta waji-xidhka. Sida calaamadeeyayaasha kala duwani ay soo hagaagayaan, sawirka waji-xidhan ayaa si nadiif ah ugu fidi kara fiidyaha iyo 3D, halkaas oo dejinta isbarbar-dhiggu ay si weyn u dhimi karto qiimaha soo saarista fareemo ama aragtiyo badan.
Dhaqangelinta Adduunka-dhabta ah
Farshaxan fikradda degdega ah iyo guddiyada niyadda halkaas oo farshaxanku u baahan yahay kala duwanaansho muuqaal oo badan ilbiriqsiyo gudahood halkii daqiiqo.
Rinjiyeynta eber, sida ka saarida shay iyo in qaabku uu u buuxiyo gobolka waji-xidhan si joogto ah oo hareeraysan.
Rinjiyeynta si loo dheereeyo sawir ka baxsan xuduudaheedii asalka ahaa ee boodhadh ama saamiyo kala duwan.
Tafatir la'aanta maaskaro, sida beddelka midabka eyga ama cirka ilaa qorrax dhaca adiga oo tafatiraya isla markiiba qoraalka iyo dib u-dejinta calaamadaha saameeya.
Khatarta & Dariiqyada Ilaalada
Xuquuqda sawirka iyo ogolaanshaha waxay noqon kartaa khataro sharci ah haddii caddayntu aanay caddayn.
Waxqabadka moodeelku wuu ku kala duwanaan karaa iftiinka, tirakoobka, iyo deegaanka.
Wanaagga beenta ah waxa laga yaabaa inaan la dareemin ilaa xadka kalsoonida aan la kormeerin.
Qorshe Hawleedka Dhaqangelinta
Qeex shuruudaha aqbalida ee saxnaanta, dib u celinta, iyo kharashyada khaladka.
Ku tijaabi xogta ku habboon xaaladaha wax soo saarka dhabta ah.
Ku dar dib u eegis bini'aadamka si aad u hesho kalsoonida hoose ama saameeynta sare.
Lasoco moodeel dhaqaaqa oo dib u cusboonaysii kamarada ama xogta kaydinta ka dib.
Sii wad Sahaminta
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Hagaha xiga
Autoencoders-ka daboolan
Su'aalaha soo noqnoqda
What is Muse Masked Generative Imaging?
Muse waa qaab qoraal-u-sawir ah oo ka yimid Google kaas oo soo saara sawirro isagoo buuxinaya calaamado muuqaal ah oo daboolan, taasoo ka dhigaysa mid aad uga dhaqso badan faafinta tallaabo-tallaabo ah. Waa arrin sababtoo ah waxay muujisay inaad heli karto sawirro tayo sare leh, oo si wanaagsan isku toosan iyada oo aan si tartiib tartiib ah loo diidin in koronto-dhaliyeyaasha intooda badani ay ku tiirsan yihiin.
Muxuu Muuse saadaaliyay inta lagu jiro jiilka halkii uu diidi lahaa pixels?
Muse waxa uu ku shaqeeyaa meel banaan oo calaamad ah, isaga oo saadaaliya calaamado muuqaal ah oo daboolan oo uu soo saaray calaamadeeyaha VQGAN halkii uu si toos ah uga shaqayn lahaa pixels.
Muxuu Muse guud ahaan uga dheereeyaa moodooyinka fidinta caadiga ah?
Muuse waxa uu isku mar buuxiyaa calaamado badan oo waji-xidhan oo kaliya waxa uu u baahan yahay in yar oo wareegyada codeeynta ah, taas oo ka duwan tillaabooyinka diidmada isdaba jooga ah ee faafinta.
Halkee buu Muuse ka helay fahamka degdega ah ee qoraalka?
Muse waxa uu shuruudo ka dhigayaa abuurista qoraalada ka imanaya qaabka luuqada ee T5-XXL ee hore loo tababaray, taas oo siinaysa faham luuqadeed oo adag.
Waa maxay doorka kalsoonida-ku-salaysan ee Muuse?
Saadaal kasta oo is barbar socda ka dib, Muuse waxa uu hayaa calaamadaha ugu kalsoonida badan oo dib u daboolaa kuwa ugu kalsoon si uu u nadiifiyo wareegyada isdaba jooga ah.
Sidee buu Muse u maamulaa soo saarista sawiro heer sare ah?
Muuse marka hore waxa uu abuuraa shabag-beeg-xalinta hoose, ka dib qaabka labaad ee xallinta sare waxa uu soo saara shabag-beeg-calaamad heersare ah.