Amabwiriza ya AI

Odometrie igaragara

Visual odometry igereranya uburyo kamera igenda kwisi ikurikirana uko ishusho ihindura ikadiri.

Incamake

Visual odometry igereranya uburyo kamera igenda kwisi ikurikirana uko ishusho ihindura ikadiri. Nibyingenzi kuko ireka robot, drone, nibikoresho bya AR bikamenya umwanya wabyo nta GPS, ukoresheje iyerekwa ryonyine.

Visual Odometry ni iyimikorere ya mudasobwa-iyerekwa isobanura cyangwa itanga itangazamakuru ryamashusho yo gusesengura, ibikorwa, no guhanga.

Kwibira cyane

Visual odometry (VO) igenda igereranya buhoro buhoro icyerekezo cya kamera, ibisobanuro byayo no kuzunguruka, ukoresheje isesengura ryikurikiranya. Umuyoboro-shingiro-umuyoboro utahura urufunguzo, guhuza cyangwa kubikurikirana hejuru yamakadiri, kandi ugereranya ishusho iva mumibanire ya geometrike hagati yingingo zihuye, hanyuma ikomatanya ibyo byiyongereye muburyo. Uburyo butaziguye ahubwo kugabanya ikosa rya fotometrike (pigiseli yuburemere butandukanye) nta biranga bigaragara. VO ni impera yimbere ya sisitemu nyinshi za SLAM, ariko aho SLAM yuzuye yubaka kandi igakomeza ikarita yisi yose hamwe no gufunga loop, VO isanzwe yibanda kumurongo wimiterere-kumurongo. Intege nke zayo ni drift: amakosa mato kuri buri kadamu arundanya mugihe. VO iha imbaraga imodoka zitwara, roveri yimibumbe, drone mubidukikije byangiwe na GPS, hamwe no gukurikirana na AR / VR.

Ubushishozi

Monocular VO igarura icyerekezo kiva muri matrix yingenzi, igizwe na epipolar geometrie hagati yibitekerezo bibiri ikabora ikazunguruka no guhinduranya, ariko kugeza ku gipimo kitazwi. Kamera ya Stereo cyangwa RGB-D ikemura icyo gipimo kidasobanutse ukoresheje ibyingenzi bizwi cyangwa ubujyakuzimu. Sisitemu nyinshi zigezweho zihuza VO na IMU (visual-inertial odometry), igahuza cyane umuvuduko wa moteri na giroskopi kugirango urusheho gukomera mugihe cyihuta, cyoroshye, cyangwa icyerekezo.

Kumenya neza Odometry

Visual odometry igereranya uburyo kamera igenda kwisi ikurikirana uko ishusho ihindura ikadiri. Nibyingenzi kuko ireka robot, drone, nibikoresho bya AR bikamenya umwanya wabyo nta GPS, ukoresheje iyerekwa ryonyine. Visual Odometry ni iy'ibikorwa bya mudasobwa-iyerekwa risobanura cyangwa ritanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Visual Odometry 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 Visual Odometry aringaniza neza hamwe nibikorwa bifatika nkubwiza bwamakuru, itandukaniro ryamatara, hamwe nibirango 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 Visual Odometry

Ijwi rigenda ryerekeza kuburyo bwize kandi buvanze: imiyoboro yimbitse igereranya ubujyakuzimu, urujya n'uruza rwiza, ndetse no kwifotoza, ndetse no kwitoza muburyo bwo kwiyobora ukoresheje kureba-guhuza ibitekerezo. Fusion visual-inertial fusion, kamera yibyabaye ifata urumuri rwa microsecond ihinduka, hamwe na moteri yihuta yibikoresho byihuta bigenda bisunika VO kugana imbaraga zikomeye mumwijima, umuvuduko mwinshi, hamwe nimbaraga zikomeye, bigahinduka urufatiro rwimashini zigenga no kubara ahantu.

Gushyira mu bikorwa Isi

Imashini ya Mars nka Kwihangana ukoresheje odometrie igaragara kugirango ikurikirane kunyerera kandi igendere ahantu hatari GPS

Umutwe wa AR / VR ukurikirana umwanya uva kuri kamera yububiko kugirango imbere-hanze 6DoF ikurikirane

Indege zitagira abadereva zikomeza kuguruka no kugendagenda mu nzu cyangwa muri GPS-yanze ibidukikije

Imodoka yikorera wenyine hamwe na robo ihuza kamera kamera hamwe namakuru ya IMU kugirango uhindure hagati yikarita

Uburyo bwo Gushyira mu bikorwa

Odometrie igaragara mubikorwa

Imashini ya Mars nka Kwihangana ukoresheje odometrie igaragara kugirango ikurikirane kunyerera kandi igendere ahantu hatari GPS.

Imashini ya Mars nka Kwihangana ukoresheje odometrie igaragara kugirango ikurikirane kunyerera kandi igendere ku butaka idafite Amakipe ya GPS ubusanzwe ibona ibisubizo byiza iyo isobanuye ibipimo byimbere imbere, igakomeza inzira yo kuzamuka kwabantu kubibazo, kandi ikurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.

Odometrie igaragara mubikorwa

Umutwe wa AR / VR ukurikirana umwanya uva kuri kamera yububiko kugirango imbere-hanze 6DoF ikurikirane.

Umutwe wa AR / VR ukurikirana umwanya uva kuri kamera yububiko imbere-hanze 6DoF ikurikirana Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.

Odometrie igaragara mubikorwa

Indege zitagira abadereva zikomeza kuguruka no kugendagenda mu nzu cyangwa muri GPS-yanze ibidukikije.

Indege zitagira abadereva zikomeza kuguruka no kugendagenda mumazu cyangwa mubidukikije byangiwe na GPS Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.

Odometrie igaragara mubikorwa

Imodoka yikorera wenyine hamwe na robo ihuza kamera kamera hamwe namakuru ya IMU kugirango uhindure hagati yikarita.

Imodoka yikorera wenyine hamwe na robo ihuza kamera ya kamera hamwe namakuru ya IMU kugirango yerekane hagati yivugururwa ryamakarita Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, 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