Gauss
Gaussian Splatting dafay wane seen 3D ni ay milioŋ ciy blob yu ndaw, yu am melo, yu xawa leer, yuñ mëna joxe ci saa si.
Résumé
It delivers NeRF-like photorealism while running fast enough for interactive viewing.
Plongeur bu xóot
Ñu ngi ko dugal ci SIGGRAPH 2023, 3D Gaussian Splatting dafay defaraat seen ci nataal yu melni NeRF waaye dafay jëfandikoo gis-gis bu leer ci barabu reso neuronal bu nëbbu. Seen bu nekk dafay nuru niir yu Gaussian 3D, ay blob ellipsoidal yu fësul, te blob bu nekk dafay denc barab, dayo ak jubluwaay (covariance), opacite, ak melo. Duñuy tiire ndànk rayon yi ci reso bi, waaye anam wi dafay "splat" blobs yooyu ci ekraŋ bi ba noppi jaxase leen, muy anam wu gëna jege rasterization bu yàgg bi, moo tax mu gaaw lool. Taggat yaram dafay tàmbali ci niir bu bariwul bu etalonnage kamera bi defar, ginaaw ga mu optimiser blobs yi ci noonu mu yokk ay detay ci anam wu méngoo ak fi scene bi defaraat bu baax ba noppi dagg fi ñu ko gëna bari. Lépp soo ko boolee mu am rendu ci 1080p ak kalite buy xëcc NeRF yi gëna baax, moo tax mu tasaaroo ci jumtukaayi grafik ak kapte.
Gis-gis xarala
Caabi gi mooy rasterizer bu lalu ci carreaux buñ mëna wuutale. Gaussian 3D yi dañu leen projecte ci 2D, ñu tànn leen ci xóotaayu, ak alpha-blended ci carreaux ekraŋ bu nekk, suko defee rendu bi moytu rayon pixel bu nekk di dem luy tax NeRF yeex. Kulòor dañu koy denc ci armonic spherique, suko defee blob bu nekk mu soppi melokaanam ak angle bimuy xoole ngir jàpp reflection yi. Ndax pipeline bi yépp mën nañu ko wuutale, benn foto-match gradient descendant bi NeRF jëfandikoo dafay gëna baaxal position blob yi, jëmm yi, opacité yi, ak melo yi, ci noonu la densification di màgg wala di xaaj Gaussians ngir yokk ci detay yi ñàkk.
njeextalu pexe
Gaawaay ak yaatuwaay
Visual IA mën na otomatise saytu, gis ak etiketu liggéey ci eskaal.
Tabax tànneef
Ekipu kreatif yi mën nañu defar konsept yu gëna gaaw te duñu def lu bari ci loxo.
Ekip ak def liggéey
Liggéeyukaay yi mën nañu jëfandikoo siñaal nataal wala wideo yu jafewoon lool ci liggéey.
Ëlëgu Gaussian Splatting
Gaussian Splatting mingi dem bu gaaw ci gëstu ci produit yi ngir kapte 3D, kartograafi, ak defar ci net bi, ndax dafay joxe ci jamono dëgg ci GPU yi ba ci navigateur yi. Liggéey bi am solo mooy wàññi dayo fichier yi (sen yi mën nañu yaatu), jëfandikoo seen yu dinaamise ak yu anime, leeralaat, ak soppali mbir yi ci benn-benn. Xaarandi lëkkaloo bu gëna dëgër ak motëri jeu ak AR / VR, pexe hybrid yuy boole splats ak meshes, ak kapte ci wideo telefon. Dañu koy gëna jàppee ni luy mottali, wala wuutu, NeRF fépp fu gaawaay interaktiif am solo.
Doxal ci àdduna dëgg
Sosal nataal 3D yuñ mëna banneexu ci néeg yi wala produit yi ci web bi
Produksioŋ virtuel ak seetlu filmu ak dekoor fotorealist, yuñ mëna jaar
Scanning 3D bu gaaw ci mbir ak environmaa yi ci telefon wala wideo drone
Tabax seen AR/VR yuy weccoo xalaat yuy dox bu baax ci kaw jumtukaayi konsomatër
Risk yi ak balustrade yi
Yelleefi nataal ak nangu mën na nekk risku yoon sudee fi ñu bawoo leerul.
Performance model bi mën na wuute ci leeraay bi, demographie bi ak environmaa bi.
Njuumteg positive yi mën nañu dem te kenn duko seetlu fileek xool wuñu buntu wóolu sa bopp.
Roadmap ngir samp gi
Mandargal kritërium nangug njub, woowaat ak njëgu njuumte.
Saytu ak done yu méngoo ak anam yi ñuy liggéeyee dëgg.
Yokk jàngat nit ngir xam fu wóorul dara wala am njeexital yu rëy.
Toppal model drift bi nga baaxal ko ginaaw bi kamera bi wala done yi soppeekoo.
Weyal di banneexu
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Gis bi ci topp
Doxalinu Gauss
Laaj yi ñuy faral di laaj
What is Gaussian Splatting?
Gaussian Splatting dafay wane seen 3D ni ay milioŋ ciy blob yu ndaw, yu am melo, yu xawa leer, yuñ mëna joxe ci saa si. Dafay joxe fotorealism bu nuru NeRF ci di daw xél ngir seetaan interaktiif.
naka la ko splatting gaussian di wane ab seen 3D?
Seen bi dafay nuru niir bu leer bu Gaussian 3D, bu nekk ci ñoom ay ellipsoid yu fësul am barab, jëmm, opasite ak melo.
Lu tax Gaussian Splatting di gëna gaaw ci joxe NeRF bi njëkk?
Projection ak jaxase ay blob jaaraleko ci rasterization bu sukkandiko ci carreaux dafay moytu NeRF di dem bu yeex ci rayon pixel bu nekk, loolu mooy tax gaawaay yi am ci jamono dëgg.
Ban leeral la Gaussian 3D bu nekk di denc?
Blob bu nekk amna position, covariance (dayo ak jubluwaay), opasite, ak leeral ci melo bi.
Lan lañuy jëfandikoo ngir bàyyi melo blob bi soppeeku ak angle bi ñuy xoole?
Kulòor yi dañu leen kode ci armonic spherique, suko defee Gaussian bu nekk mën na feeñ ci yeneen yoon yu wuute, di jàpp reflexion yi.
naka lañuy tàmbalee tàggat yaram ci gaussian splatting?
Dafay tàmbalee ci ay poñ yu néew yu bawoo ci etalonnage kameraa biy yëngu, ginaaw ga mu gëna xéewale Gaussians yi.