Ubujyakuzimu Ikintu cyose cyimbitse
Ubujyakuzimu Ikintu cyose nicyitegererezo kigereranya intera buri pigiseli iri kure yifoto imwe isanzwe, nta byuma bidasanzwe.
Incamake
It made robust, general-purpose depth sensing cheap and accessible for anything from phones to robots.
Kwibira cyane
Ubujyakuzimu Ikintu cyose (2024, cyashyizwe ahagaragara nabashakashatsi harimo n'abari kuri TikTok / ByteDance na HKU) gikemura igereranya ryimbitse ya monocular: guhanura ikarita yimbitse uhereye ku ishusho imwe ya RGB. Iterambere ryarwo ryari rinini: aho gushingira gusa ku mibare mike yanditseho ubujyakuzimu iboneka, itsinda ryubatse moteri yanditseho imodoka yerekana amafoto agera kuri miliyoni 62 zidashyizweho ikimenyetso ukoresheje icyitegererezo cya mwarimu, hanyuma ihugura umunyeshuri kuri uyu murambo munini. Ibi bitanga zeru-shusho rusange muburyo bwimbere, hanze, hamwe nibidasanzwe. Umwimerere usohoka ugereranije ubujyakuzimu (iyo pigiseli iri hafi cyangwa kure, ntabwo metero nyayo). Ubujyakuzimu Ibintu byose V2 (hagati ya 2024) byakajije umurego muburyo bwiza bwo guhugura mwarimu kubijyanye namakuru yubukorikori hamwe nukuri-kwuzuye, hanyuma agashushanya kumashusho nyayo, gukosora impande zidasobanutse namakosa yibintu.
Ubushishozi
Ikoresha DINOv2 iyerekwa-rihindura encoder igaburira DPT-yuburyo bwuzuye bwo guhanura umutwe. Amayeri y'ingenzi ni ukugenzurwa na kimwe cya kabiri: umwarimu wahuguwe kuri data yanditseho pseudo-labels miriyoni y'amashusho atanditse, kandi umunyeshuri yigira byombi. V.
Ingaruka z'Ingamba
Umuvuduko n'igipimo
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
Build choices
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Itsinda hamwe nakazi
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Kazoza k'ubujyakuzimuIbintu byose byimbitse
Witege ko winjiza cyane mubirahuri bya AR, kamera za terefone, na robo aho LiDAR yabigenewe ihenze cyane cyangwa nini. Ibipimo bya metero bisohora metero zukuri, wongeyeho amashusho ya videwo hamwe nubujyakuzimu bwigihe gito (nta guhindagurika hagati yamakadiri), biratera imbere byihuse. Mugihe izo moderi zigabanuka kugirango zikore ku gikoresho mugihe nyacyo, imyumvire imwe ya kamera imwe ya 3D izahinduka ubushobozi budasanzwe, kugaburira mudasobwa ahantu, kugendana ubwigenge, no kwiyubaka kwa 3D kubyara.
Gushyira mu bikorwa Isi
Gukora amakarita yimbitse kugirango utware ibintu bifatika (bokeh) mumafoto ya terefone ya terefone imwe.
Gutanga inzitizi ya 3D kuri drone zihenze na robo zidafite LiDAR cyangwa kamera za stereo.
Gukora ikarita yubushakashatsi bwimbitse kuri ControlNet kugirango generator ishusho ibike geometrie.
Guhindura amafoto na firime 2D muri 3D cyangwa parallax ingaruka za VR na stereoscopique.
Ingaruka & Kurinda
Uburenganzira bwishusho hamwe no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse.
Imikorere yicyitegererezo irashobora gutandukana kumurika, demografiya, nibidukikije.
Ibyiza byibinyoma birashobora kutamenyekana keretse niba ibyiringiro byateganijwe bikurikiranwa.
Igishushanyo mbonera
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Ikigereranyo cyimbitse ya Monocular
Ibibazo bikunze kubazwa
What is DepthAnything Monocular Depth?
Ubujyakuzimu Ikintu cyose nicyitegererezo kigereranya intera buri pigiseli iri kure yifoto imwe isanzwe, nta byuma bidasanzwe. Cyakoze imbaraga, rusange-intego yimbitse yunvikana kandi ihendutse kubintu byose kuva terefone kugeza kuri robo.
Kugereranya ubujyakuzimu 'monocular' bisobanura iki?
Monocular isobanura ubujyakuzimu buva ku ishusho imwe (mono) ya kamera, nta stereo ebyiri cyangwa sensor ikora.
Ni ubuhe buryo bukomeye Ikintu cyose cyingenzi cyo kugera kuri rusange?
Itsinda ryubatse moteri yamakuru yanditseho pseudo yanditseho miriyoni icumi zamafoto atanditseho, yagura cyane imyitozo.
Ni ubuhe buryo bw'umugongo kodegisi Yimbitse Ibintu byose byubaka?
Ubujyakuzimu Ikintu cyose gikoresha DINOv2 ViT encoder ihujwe na DPT-yuburyo bwa dense yo guhanura.
Ni ubuhe burebure bwimbitse Umwimerere Ikintu cyose gisohoka cyane?
Icyitegererezo fatizo gihanura uburebure bwimbitse aho gutondekanya intera yuzuye.
Nigute Ubujyakuzimu Ikintu cyose V2 cyateje imbere amakuru arambuye?
V2 yahuguye mwarimu kumashusho yubukorikori hamwe nubujyakuzimu nyabwo, hanyuma agashushanya kumafoto nyayo kumipaka ikarishye.