Amabwiriza ya AI

Amafoto

Photogrammetry ihindura amafoto asanzwe yuzuye muburyo bwa 3D, ikarita, n'ibipimo.

Incamake

Photogrammetry ihindura amafoto asanzwe yuzuye muburyo bwa 3D, ikarita, n'ibipimo. Nibyingenzi kuko ireka umuntu uwo ari we wese yubaka geometriya nyayo ku gipimo akoresheje kamera gusa, kuva ubushakashatsi bwa drone kugeza kubara ibihangano ndangamurage.

Photogrammetrie ni iyerekanwa rya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga.

Kwibira cyane

Photogrammetry igarura imiterere ya 3D mugusesengura uburyo ingingo imwe igaragara igaragara kumafoto menshi arenga 2D yafashwe kumpande zitandukanye. Umuyoboro ubanza kumenya ibintu byihariye (ukoresheje disiketi nka SIFT), hanyuma ubihuza hagati yamashusho. Imiterere-kuva-Motion (SfM) ifatanyiriza hamwe gukemura kuri buri kamera ya kamera nicyerekezo hiyongereyeho igicu gike cyamanota ya 3D, gutunganya ibintu byose hamwe no guhuza bundle, nini cyane-kwaduka neza. Multi-Reba Stereo (MVS) noneho igabanya ibi miriyoni zingingo, zashizwe hamwe kandi zanditse. Kuberako ikomoka kuri metero ya geometrike uhereye kumashusho, Photogrammetry ishushanya ikarita, ubushakashatsi, kubungabunga umurage ndangamuco, ingaruka zigaragara, hamwe no gushiraho imitungo yimikino, akenshi bigera kuri santimetero zuzuye hamwe na kamera ya kalibibasi hamwe nubugenzuzi bwubutaka.

Ubushishozi

Umugongo wimibare nuburyo bwa collinearity: ingingo ya 3D, centre optique ya kamera, hamwe na projection yayo kumurongo wamashusho iri kumurongo umwe. Hamwe nimirasire ihagije, inyabutatu irambuye hasi ya 3D. Guhindura bundle bigabanya amakosa yose yo kwangwa, ikinyuranyo hagati ya pigiseli yagaragaye hamwe n’ahantu hateganijwe amanota ya 3D yamaganwa, hejuru ya kamera zose n ingingo icyarimwe, hamwe no gutunganya imbere, imyanya, nuburyo.

Kumenya Photogrammetry

Photogrammetry ihindura amafoto asanzwe yuzuye muburyo bwa 3D, ikarita, n'ibipimo. Nibyingenzi kuko ireka umuntu uwo ari we wese yubaka geometriya nyayo ku gipimo akoresheje kamera gusa, kuva ubushakashatsi bwa drone kugeza kubara ibihangano ndangamurage. Photogrammetrie ni iyerekanwa rya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Photogrammetrie 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 Photogrammetry aringaniza neza hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe na labels bihoraho. 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.

Kazoza ka Photogrammetry

Photogrammetrie igenda ihuzwa nuburyo bwimitsi. Abize ibintu byizewe nka SuperPoint na SuperGlue biruta ibyuma byerekana ibintu bisanzwe, kandi guhindura imitekerereze (NeRF, Gaussian Splatting) bivanga na Photogrammetry kugirango byuzuze icyuho kandi bitange umutungo wifotozi, wizewe. Witegereze gufata igihe-kigendanwa gifatika, guhuza ibyuma bya LiDAR-kamera, hamwe no gukora isuku ya AI ikuraho ibintu byimuka nibitekerezo, bigatuma gahunda yizewe yo kwiyubaka ya 3D kuri terefone zikoresha.

Gushyira mu bikorwa Isi

Ubushakashatsi bwo mu kirere bushingiye ku ndege butanga amakarita ya topografiya hamwe n’igereranya ry’ubwubatsi n’amabuye y'agaciro

Gukora imibare yubucukuzi nubukorikori ndangamurage muburyo bwa 3D bwizerwa bwo kubungabunga no kwiga

Gukora amafoto ya 3D yogusuzuma (amabuye, urukuta, porogaramu) kumikino ya videwo n'ingaruka ziboneka muri firime

Forensic crime-scene hamwe no kongera kubaka impanuka, ifata inyandiko za 3D zapimwe neza kumafoto

Uburyo bwo Gushyira mu bikorwa

Photogrammetry mubikorwa

Ubushakashatsi bwo mu kirere bushingiye ku ndege butanga amakarita ya topografiya hamwe n’igereranya ry’ubwubatsi n’amabuye y'agaciro.

Ubushakashatsi bwo mu kirere bushingiye ku ndege butanga amakarita y’ubutaka hamwe n’ikigereranyo cy’ubunini bwubatswe n’amabuye y’amabuye Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho biri imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu zibyara umusaruro n’ikosa ryigihe.

Photogrammetry mubikorwa

Kwerekana ahantu hacukuwe kera hamwe nubukorikori ndangamurage muburyo bwa 3D bwizerwa bwo kubungabunga no kwiga.

Gucukumbura ahahoze arheologiya hamwe nubukorikori ndangamurage muburyo bwa 3D bwizerwa bwo kubungabunga no kwiga Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.

Photogrammetry mubikorwa

Gukora amafoto ya 3D yogusuzuma (amabuye, urukuta, porogaramu) kumikino ya videwo n'ingaruka ziboneka muri firime.

Gukora amafoto ya 3D scan yumutungo (urutare, urukuta, porogaramu) kumikino ya videwo ningaruka zerekana amashusho Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.

Photogrammetry mubikorwa

Forensic crime-scene hamwe no kongera kubaka impanuka, ifata inyandiko za 3D zapimwe neza kumafoto.

Forensic crime-scene hamwe no kongera kubaka impanuka, gufata inyandiko zuzuye zapimwe za 3D kumafoto Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.

Ingaruka & Kurinda

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Uburenganzira bwishusho hamwe no kwemererwa birashobora guhinduka ibyago byemewe n'amategeko niba ibimenyetso bidasobanutse.

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Imikorere yicyitegererezo irashobora gutandukana kumurika, demografiya, nibidukikije.

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Ibyiza byibinyoma birashobora kutamenyekana keretse niba ibyiringiro byateganijwe bikurikiranwa.

Igishushanyo mbonera

1

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.

2

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.

3

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.

4

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.

Komeza Ubushakashatsi