Incamake
Amazi meza agereranya uburyo buri pigiseli igenda hagati ya videwo ikurikiranye, ikerekana ikarita yuzuye yimikorere. Nuburyo imashini zibona kugenda, umuvuduko, nicyerekezo muri videwo.
Optical Flow ni iyimikorere ya mudasobwa-iyerekwa isobanura cyangwa itanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga.
Kwibira cyane
Amazi meza ashyiraho akantu gato kerekana umwambi kuri buri pigiseli, asobanura aho bigaragara ko agenda kuva kumurongo umwe ujya kurindi. Uburyo bwa kera bushingiye ku gitekerezo cy '' umucyo uhoraho '- ingingo igumana umucyo umwe uko igenda - ihujwe nimbogamizi zoroshye, nko muri Lucas-Kanade (gake) na Horn-Schunck (dense) algorithms. Ibi bikora neza kubintu bito, byoroheje ariko birwana no kugenda byihuse, ibiboneka, hamwe nuturere twinshi tutagira imyenda. Kwiga byimbitse byahinduye umurima: imiyoboro nka FlowNet, PWC-Net, na cyane cyane RAFT yiga guhuza ibiranga kumurongo no gutunganya byimazeyo umurongo. Ibisohoka bituma videwo yumvikana aho ikibazo cyose kitari 'ikiri murwego?' ariko 'bigenda gute?'
Ubushishozi
RAFT, uburyo bwingenzi, yubaka 4D 'ingano yikiguzi' itanga amanota uko buri pigiseli mumurongo umwe ihuye na pigiseli imwe mugice cya kabiri, hanyuma igakoresha ivugurura risubirwamo (GRU) kugirango itunganyirize igereranya ryimigezi hejuru yintambwe ntoya - nko guhisha imyambi inshuro nyinshi guhuza neza. Uku gutondekanya gutondekanya, aho kuba ikintu kimwe kinini, gitanga urujya n'uruza rukomeye ndetse no kwimurwa rinini hamwe nibisobanuro byiza, kandi rusange muri rusange mubice bitandukanye.
Kumenya neza Amazi meza
Amazi meza agereranya uburyo buri pigiseli igenda hagati ya videwo ikurikiranye, ikerekana ikarita yuzuye yimikorere. Nuburyo imashini zibona kugenda, umuvuduko, nicyerekezo muri videwo. Optical Flow ni iyimikorere ya mudasobwa-iyerekwa isobanura cyangwa itanga itangazamakuru ryerekanwa ryo gusesengura, ibikorwa, no guhanga. Kugirango wubake byimbitse, fata Optical Flow 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 Optical Flow iringaniza neza 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
Guhindura amashusho muri terefone na kamera yibikorwa bihagarika icyerekezo cyikiganza
Intera interpolation itanga hagati yamakadiri kugirango videwo igaragare neza cyangwa ikore buhoro
Imfashanyo-yabatwara nibinyabiziga byigenga bigereranya umuvuduko nicyerekezo cyimodoka hamwe nabanyamaguru
Video compression codecs zerekana icyerekezo hagati yamakadiri kugirango ubike amashusho neza
Uburyo bwo Gushyira mu bikorwa
Amazi meza mu myitozo
Guhindura amashusho muri terefone na kamera yibikorwa bihagarika icyerekezo cyikiganza.
Guhindura amashusho muri terefone na kamera yibikorwa bikuraho icyerekezo cyikiganza Amakipe akunze kubona umusaruro mwiza mugihe asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi agakurikirana inyungu zibyara umusaruro nibiciro byigihe.
Amazi meza mu myitozo
Intera interpolation itanga hagati yamakadiri kugirango videwo igaragare neza cyangwa ikore buhoro.
Intera interpolation itanga hagati yamakadiri kugirango videwo igaragare neza cyangwa ikore mu kugenda buhoro Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Amazi meza mu myitozo
Imfashanyo-yabatwara nibinyabiziga byigenga bigereranya umuvuduko nicyerekezo cyimodoka hamwe nabanyamaguru.
Ubufasha-bwo gutwara ibinyabiziga hamwe n’ibinyabiziga byigenga bigereranya umuvuduko nicyerekezo cyimodoka zegeranye n’abanyamaguru Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Amazi meza mu myitozo
Video compression codecs zerekana icyerekezo hagati yamakadiri kugirango ubike amashusho neza.
Video compression codecs yerekana icyerekezo hagati yamakadiri kugirango ibike videwo neza Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
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.