Incamake
Kumenyekanisha ibikorwa nigikorwa cyo kwigisha mudasobwa kumenya icyo abantu cyangwa ibintu bakora * muri videwo - kwiruka, kuzunguruka, kugwa, gufungura umuryango - ntabwo bigaragara gusa mumurongo umwe. Nibyingenzi kuko gusobanukirwa icyerekezo mugihe gifungura porogaramu kuva analyse ya siporo kugeza abageze mu zabukuru.
Ibikorwa Kumenyekanisha ni ibya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga.
Kwibira cyane
Kumenyekanisha ibikorwa birenze ishusho ihagaze muburyo bwo gutekereza kuburyo pigiseli ihinduka mugihe. Ikadiri imwe irashobora kwerekana umuntu hagati yumuyaga; gusa urukurikirane rugaragaza niba barimo gusimbuka, kugwa, cyangwa kwibira. Sisitemu yo hambere yakozwe nintoki zerekana ibintu nka optique itemba ninzira nyabagendwa. Uburyo bugezweho bukoresha imiyoboro yimbitse: ibice bibiri byububiko byuburyo bugaragara (amakadiri ya RGB) no kugenda (optique ya optique) ukwayo; Imiyoboro ya 3D yemeza (nka C3D na I3D) kunyerera muyunguruzi binyuze mu mwanya * na * igihe; na videwo ihindura amashusho (TimeSformer, VideoMAE) shyira mubikorwa kurwego rwa spatio-by'agateganyo. Ibipimo ngenderwaho bisanzwe birimo Kinetics (ibyiciro 700 byibikorwa byabantu kuva kuri YouTube), UCF101, na Ikintu-Ikintu, gihatira abanyamideli gusobanukirwa icyerekezo cyigihe gito aho kuba gusa ibibera.
Ubushishozi
Ikibazo nyamukuru nukwerekana urugero rwigihe gito. Iyemezwa rya 3D ryagura ubusanzwe 2D muyunguruzi hamwe nuburebure bwimbitse buzengurutse amakadiri menshi, bityo ikiga uburyo bwo kugenda. Amayeri ya I3D 'yongerera' uburemere kuva 2D ishusho y'urusobekerane rwerekanwe kuri ImageNet muri 3D mu kuyigana igihe cyose, itanga intangiriro ikomeye. Uburyo bubiri-butandukanye aho kugaburira optique yatembye mumashami atandukanye, kodegisi yerekana neza hanyuma ikayihuza nibiranga isura.
Kumenya ibikorwa
Kumenyekanisha ibikorwa nakazi ko kwigisha mudasobwa kumenya ibyo abantu cyangwa ibintu bakora * muri videwo - kwiruka, kuzunguruka, kugwa, gufungura umuryango - ntabwo bigaragara gusa mumurongo umwe. Nibyingenzi kuko gusobanukirwa icyerekezo mugihe gifungura porogaramu kuva analyse ya siporo kugeza abageze mu zabukuru. Ibikorwa Kumenyekanisha ni ibya mudasobwa-iyerekwa ryakazi risobanura cyangwa ritanga itangazamakuru ryerekana amashusho yo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Igikorwa Kumenyekana nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amatsinda akomeye akoresha ibikorwa byo kumenya ibikorwa bifatika hamwe nukuri kubikorwa 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.
Gushyira mu bikorwa Isi
Sisitemu yo kugwa kugwa mumazu yita ku bageze mu za bukuru iburira abakozi iyo umuturage aguye, gutandukanya kugwa no kwicara cyangwa kuryama
Imikino isesengura siporo ihita itanga serivisi, gukemura, no kurasa mumashusho yimikino yo gutoza no gutangaza ibintu byingenzi
Gukurikirana no kugenzura umutekano byerekana imyitwarire idasanzwe nko kurwana, gusebanya, cyangwa umuntu uzamuka uruzitiro
Ibimenyetso bigenzurwa nibimenyetso hamwe na porogaramu zo kwinezeza zibara rep no kugenzura imiterere y'imyitozo imenya imigendekere yumubiri mugihe runaka
Uburyo bwo Gushyira mu bikorwa
Kumenyekanisha ibikorwa mubikorwa
Sisitemu yo kugwa kugwa mumazu yita ku bageze mu za bukuru iburira abakozi iyo umuturage aguye, gutandukanya kugwa no kwicara cyangwa kuryama.
Sisitemu yo kugwa mu ngo zita ku bageze mu za bukuru ziburira abakozi iyo umuturage aguye, gutandukanya kugwa no kwicara cyangwa kuryama Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kumenyekanisha ibikorwa mubikorwa
Imikino isesengura siporo ihita itanga serivisi, gukemura, no kurasa mumashusho yimikino yo gutoza no gutangaza ibintu byingenzi.
Imikino isesengura siporo ihita itanga serivisi, gukemura, no kurasa mumashusho yimikino yo gutoza no gutangaza ibyerekanwe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Kumenyekanisha ibikorwa mubikorwa
Gukurikirana no kugenzura umutekano byerekana imyitwarire idasanzwe nko kurwana, gusebanya, cyangwa umuntu uzamuka uruzitiro.
Gukurikirana no kugenzura umutekano byerekana imyitwarire idasanzwe nko kurwana, gusebanya, cyangwa umuntu uzamuka uruzitiro Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Kumenyekanisha ibikorwa mubikorwa
Ibimenyetso bigenzurwa nibimenyetso hamwe na porogaramu zo kwinezeza zibara rep no kugenzura imiterere y'imyitozo imenya imigendekere yumubiri mugihe runaka.
Ibimenyetso bigenzurwa na geste hamwe na porogaramu zo kwinezeza zibara reps no kugenzura imiterere y'imyitozo ngororangingo mu kumenya uko umubiri ugenda ugenda uhinduka mugihe Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, 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.