Incamake
Imikorere yintera yashyizweho umukono (SDF) isobanura imiterere ya 3D ikubwira, kumwanya uwariwo wose mumwanya, intera iri hejuru yubuso bwegereye, hamwe nikimenyetso kivuga niba uri imbere cyangwa hanze. Iyegeranya, ihoraho igereranya imbaraga zigezweho za 3D kwiyubaka, gutanga, no gushushanya.
Imikorere Yasinywe Imikorere ni iyimikorere ya mudasobwa-iyerekwa isobanura cyangwa itanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga.
Kwibira cyane
Aho kubika ubuso nka meshi ya mpandeshatu cyangwa igicu cyamanota, SDF ibika imikorere: kugaburira muri koordinate ya 3D iyo ari yo yose kandi igasubiza intera hejuru yubuso bwegereye, bubi imbere yikintu kandi cyiza hanze. Ubuso ubwabwo ni urwego rwa zeru rwashyizweho, aho intera ingana na zeru. SDFs iroroshye kandi ikomeza, kuburyo igereranya imiterere muburyo butagira imipaka kandi igakora ibikorwa bya geometrike nziza: guhuza imiterere ibiri, kuzimya ubuso, cyangwa kubara bisanzwe byose bihinduka imibare yoroshye. Muri AI, imiyoboro yimitsi nka DeepSDF yiga SDF mubyiciro byose byibintu, ikabika buri shusho nka code yihishe. Bishimangira sisitemu yo gutanga imitekerereze hamwe nubwiza bwo hejuru bwubaka nka NeuS na VolSDF.
Ubushishozi
SDF yukuri ihaza ikigereranyo cya eikonal, bivuze ko igipimo cyacyo gifite ubunini bumwe ahantu hose, kandi icyo gipimo cyoroshye cyerekana hejuru yubusanzwe. Gutanga ikoresha umurongo ukurikirana: uhereye ku nkomoko y'imirasire, urashobora gutera imbere neza ukoresheje agaciro ka SDF (intera igana ku buso bwegereye) utiriwe urasa, ugasubiramo kugeza ukubise zeru. SDFs ya Neural isimbuza gride yo kureba hamwe numuyoboro muto wongeyeho kode yihishe, wiga imiterere ikomeza kandi wuzuza icyuho kiva mubice bimwe.
Kumenya Imikono Yashyizweho umukono
Imikorere yintera yashyizweho umukono (SDF) isobanura imiterere ya 3D ikubwira, kumwanya uwariwo wose mumwanya, intera iri hejuru yubuso bwegereye, hamwe nikimenyetso kivuga niba uri imbere cyangwa hanze. Iyegeranya, ihoraho igereranya imbaraga zigezweho za 3D kwiyubaka, gutanga, no gushushanya. Imikorere Yasinywe Imikorere ni iyimikorere ya mudasobwa-iyerekwa isobanura cyangwa itanga itangazamakuru ryerekanwa kubisesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Imikorere Yashyizweho umukono nkurugero rwimikorere, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amatsinda akomeye akoresha Imikono Yashyizweho umukono aringaniza ukuri hamwe nukuri kubikorwa 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
Ibihe nyabyo byerekana amashusho hamwe nimikino ikoresha SDFs hamwe nu murongo ukurikirana kugirango utange isura nziza, idasobanutse neza kandi igicucu cyoroshye.
Uburyo bushya bwo kwiyubaka (NeuS, VolSDF) bugarura amazi ya 3D meshes yibintu nibintu byerekanwe kumafoto.
Imashini za robo na CAD zikoresha SDF mugusuzuma byihuse no guhuza ibice mugihe cyo gushushanya imiterere.
Moderi yibyara nka DeepSDF ikora ibyiciro byibyiciro kuburyo shya, ishusho yuzuye irashobora gutondekwa cyangwa kurangizwa kuva scan igice.
Uburyo bwo Gushyira mu bikorwa
Imikono ya kure yashyizweho umukono mubikorwa
Ibihe nyabyo byerekana amashusho hamwe nimikino ikoresha SDFs hamwe nu murongo ukurikirana kugirango utange isura nziza, idasobanutse neza kandi igicucu cyoroshye.
Ibihe nyabyo byerekana amashusho hamwe nudukino dukoresha SDFs hamwe nuruhererekane rwerekana umurongo kugirango utange isura nziza, idasobanutse neza kandi igicucu cyoroshye Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Imikono ya kure yashyizweho umukono mubikorwa
Uburyo bushya bwo kwiyubaka (NeuS, VolSDF) bugarura amazi ya 3D meshes yibintu nibintu byerekanwe kumafoto.
Uburyo bwo kwiyubaka bwa Neural (NeuS, VolSDF) bugarura amazi ya 3D ya meshes yibintu hamwe namashusho kumurongo wamafoto Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Imikono ya kure yashyizweho umukono mubikorwa
Imashini za robo na CAD zikoresha SDF mugusuzuma byihuse no guhuza ibice mugihe cyo gushushanya imiterere.
Imashini za robo na CAD zikoresha SDF mugusuzuma kugongana byihuse no kuvanga neza ibice mugihe cyo gushushanya imiterere Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Imikono ya kure yashyizweho umukono mubikorwa
Moderi yibyara nka DeepSDF ikora ibyiciro byibyiciro kuburyo shya, ishusho yuzuye irashobora gutondekwa cyangwa kurangizwa kuva scan igice.
Moderi yibyara nka DeepSDF ikubiyemo ibyiciro byibintu kuburyo shya, ishusho yuzuye irashobora gutondekwa cyangwa kurangizwa uhereye kuri scan igice Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
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.