Eber-1-ilaa-3 Aragtida Novel Faafin
Eber-1-ilaa-3 waxay u rogtaa hal sawir oo shay ah sawirada shay la mid ah oo laga arkay xagal kasta oo cusub, iyadoo la adeegsanayo qaab fidineed oo shuruudaysan wareegga kamarada ee aad codsato.
Dulmar
It matters because it lets you reconstruct 3D-consistent views without ever scanning the object from multiple sides.
quusid qoto dheer
Eber-1-ilaa-3 (oo ka yimid Columbia, 2023)-laxan-wanaagsan Stable Diffusion si ay u qabato aragtida novel eber-shot ee hal sawir la gelin ah. Waxaad quudinaysaa hal sawir oo ay weheliso beddelka kamarad qaraabo ah (wareejin iyo turjumaad yar), moodeelkuna waxa uu abuuraa sida shaygu u ekaan doono aragtidaas cusub. Fikradda muhiimka ah ayaa ah in moodooyinka fidinta 2D ee waaweyn, oo lagu tababaray ururinta sawirada mareegaha, ay si badheedh ah u nuugeen joomatari iyo horudhac jireed oo ku saabsan sida walxaha u egyihiin 3D. Iyada oo si fiican loo habeeyey xogta synthetic ee walxaha laga keenay xaglo badan oo kamarado ah oo la kontoroolo (adoo isticmaalaya Objaverse), moodelku waxa uu bartaa in uu khariidadeeyo kuwa ka horeeyey si loo xakameeyo kamarada cad. Muuqaallada la soo saaray ayaa markaa quudin kara dib-u-dhiska 3D ee hoose.
Aragtida Farsamada
Shuruudaha moodeelka ee sawirka isha laba siyaabood: Ku-xidhka CLIP wuxuu la socdaa kamarada qaraabada ah (azimuth, sara-u-qaadid, radius) si loo jeediyo feejignaanta, halka sawirka cayriin uu kanaalka-ku-xidhan yahay qarsoodiga buuqa badan si tafaasiisha wanaagsan iyo aqoonsiga loo ilaaliyo. Tababarku wuxuu isticmaalaa saddex-muuqaal-sawir-sawir ah oo laga sameeyay walxaha CAD, si ay shabakadu u barato khariidaynta la xakamayn karo ee u dhexeeya isbeddelka aragtida iyo isbeddelka pixel ee ka dhashay.
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 Zero-1-ilaa-3 Aragtida Novel Fidinta
Eber-1-ilaa-3 waxa ay abuurtey mowjad dhuumaha sawir-ilaa-3D ah. Guuleystayaasha sida Zero123-XL, SyncDreamer, iyo One-2-3-45 waxay u riixaan joogteynta aragtiyo badan oo dhakhso badan, wax soo saar mesh 3D ah oo la isku halleyn karo, halka isdhexgalka Gaussian Splatting iyo moodooyinka dib u dhiska ee waaweyn ay sii yaraanayaan wakhtiga jiilka daqiiqado ilaa ilbiriqsi. Filo aragti adag oo joogto ah, xalin sare, iyo adduun-dhabta ah (ma aha kaliya walxo-synthetic) guud ahaan maadaama moodooyinkan la xakamayn karo ee fiqiga ay u bislaadaan aaladaha caadiga ah ee abuurista nuxurka.
Dhaqangelinta Adduunka-dhabta ah
Soo saarista aragtiyo la rogi karo oo hal sawir oo badeecad ah si liiska e-ganacsiga u tuso shayga dhinac walba
Kabidda shabagga 3D ee sheyga oo muuqaal ah hal sawir taleefoon caadi ah oo loogu talagalay horu-marinta AR
Abuuritaanka fanka tixraaca xagal badan oo joogto ah oo jile ama qalab loogu talagalay fannaaniinta fikradaha ciyaarta iyo filimada
Quudinta aragtiyo cusub oo la soo koobay oo loo galay NeRF ama Gaussian splatting dib u dhiska si loo buuxiyo joomatari aan la arkin
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
Aragtida Novel Synthesis
Su'aalaha soo noqnoqda
What is Zero-1-to-3 Novel View Diffusion?
Eber-1-ilaa-3 waxay u rogtaa hal sawir oo shay ah sawirada shay la mid ah oo laga arkay xagal kasta oo cusub, iyadoo la adeegsanayo qaab fidineed oo shuruudaysan wareegga kamarada ee aad codsato. Waa arrin sababtoo ah waxay kuu ogolaanaysaa inaad dib u dhisto aragtiyo joogto ah 3D adoon waligaa shayga ka sawirin dhinacyo badan.
Waa maxay galinta xudunta u ah baahida Zero-1-to-3 marka lagu daro hal sawir si loo dhaliyo aragti cusub?
Eber-1-ilaa-3 waxa ay ku xidhan tahay hal sawir oo ay weheliso kamarad qaraabo ah, marka waxaad caddaysaa wareegga iyo tarjumaada aragtida la rabo.
Eber-1-ilaa-3 waxaa lagu dhisay habayn wanaagsan noocee ah?
Waxa ay si fiican u habaynaysaa qaabka fidinta 2D ee horay loo sii tababaray si ay uga faa'iidaysato joomatari ka hor moodooyinkaas sida tooska ah looga bartay sawirada shabakadda.
Waa maxay sababta qaabka fidinta 2D uu u samayn karo isku-dhafka aragtida novel eber-shot gabi ahaanba?
Tababarka baaxadda weyn ee 2D wuxuu bixiyaa aqoon daahsoon oo ku saabsan sida walxuhu ugu muuqdaan 3D, taas oo hagaajinta hagaajinta ka dhigaysa mid lagu kontarooli karo iyada oo la adeegsanayo sawirka kamarada.
Waa maxay xogta walxaha 3D udub dhexaad u ahayd tababarka Zero-1-to-3?
Waxaa lagu tababaray saddex-muuqaal-sawir-sawir ah oo laga soo minguuriyay ururinta shayga 3D ee waaweyn sida Objaverse.
Sidee baa tafaasiisha wanaagsan ee sawirka isha loogu hayaa jiilka?
Sawirka cayriin waxa uu kanaalka ku xidhan yahay sirta qaylada badan (oo ay weheliso CLIP oo ku lifaaqan semantics) si aqoonsiga iyo tafaasiilku u socdaan.