Incamake
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.
Ubujyakuzimu Ikintu cyose Ubujyakuzimu ni ubwa mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga.
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.
Kumenya Ubujyakuzimu Ikintu cyose cyimbitse
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. Ubujyakuzimu Ikintu cyose Ubujyakuzimu ni ubwa mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Ubujyakuzimu Ikintu cyose cyimbitse ya Monocular nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Ubujyakuzimu Ikintu cyose cyimbitse ya Monocular Impuzandengo yukuri hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe na label ihamye. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mugihe kimwe, uburenganzira bwishusho no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego.
AI igaragara irashobora gukora igenzura, gutahura, no gutondekanya imirimo kurwego. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya.
Amakipe arema arashobora prototype ibitekerezo byihuse hamwe nintoki nkeya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya.
Ibikorwa birashobora gukoresha amashusho nibimenyetso bya videwo byari bigoye gutunganya. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
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.
Uburyo bwo Gushyira mu bikorwa
Ubujyakuzimu Ikintu cyose cyimbitse Monocular mubikorwa
Gukora amakarita yimbitse kugirango utware ibintu bifatika (bokeh) mumafoto ya terefone ya terefone imwe.
Gukora amakarita yimbitse kugirango utware ibintu bifatika (bokeh) mumafoto yerekana amafoto ya terefone ya terefone imwe Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ubujyakuzimu Ikintu cyose cyimbitse Monocular mubikorwa
Gutanga inzitizi ya 3D kuri drone zihenze na robo zidafite LiDAR cyangwa kamera za stereo.
Gutanga inzitizi ya 3D kuri drone zidahenze hamwe na robo zidafite LiDAR cyangwa kamera za stereo Amakipe akunze kubona umusaruro mwiza mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ubujyakuzimu Ikintu cyose cyimbitse Monocular mubikorwa
Gukora ikarita yubushakashatsi bwimbitse kuri ControlNet kugirango generator ishusho ibike geometrie.
Gukora amakarita yimbitse yerekana ikarita ya ControlNet kugirango abashinzwe amashusho babungabunge ibibera geometrie Amakipe mubisanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ubujyakuzimu Ikintu cyose cyimbitse Monocular mubikorwa
Guhindura amafoto na firime 2D muri 3D cyangwa parallax ingaruka za VR na stereoscopique.
Guhindura amafoto na firime 2D muburyo bwa 3D cyangwa parallax kuri VR na stereoskopi yerekana Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
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.
Sobanura ibipimo byo kwemererwa kugiciro, kwibutsa, nibiciro byamakosa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora.
Gerageza hamwe namakuru ajyanye nuburyo nyabwo bwo gukora. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane.
Ongeraho isubiramo ryabantu kubwizere buke cyangwa guhanura cyane. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka.
Kurikirana icyitegererezo cya drift hanyuma uhindurwe nyuma ya kamera cyangwa dataset ihinduka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.