Zviri Mukati[Viga][Ratidza]
Unoita maekisesaizi kuti ugare wakagwinya here, kana kuti zvimwe unoda kiriketi kana nhabvu? Vamwe vanofarira kuona mitambo neshamwari.
Vamwe vanhu vanotora chikamu mumitambo kuti vave neutano uye vateerere. Mitambo pasina mubvunzo rutivi runokosha rwoupenyu hwedu, pasinei zvapo nezvatinofarira kana kuti mararamiro.
Mutambo, sezvimwe zvese zvakakosha zvehupenyu hwedu hwezuva nezuva uye hupfumi hwenyika, zvinokanganiswa zvisingadzivirirwe nekuvandudzwa kwetekinoroji.
Nhasi, muna 2022, sensor-yakashongedzerwa F1 mota uye chaiyo-nguva nhabvu analytics haisi futuristic tech fancies.
Muchokwadi, kufambira mberi kunoenda zvakanyanya: mabhizinesi epamberi akatoshandisa kuona komputa uye chakagadzirwa njere mumitambo kusangana nenyaya dzakasiyana siyana.
Hapana mubvunzo mudiki kuti hungwaru hwekugadzira uye kudzidza muchina kucharamba kuchifambisira mberi chirango ichi zvichipihwa simba rakakura iro tekinoroji yanga iinayo pamitambo.
Ichi chinyorwa chichatarisa nezvekushandiswa kwechiono chekombuta mumitambo, kusanganisira zvinoshanda, zvakanakira, nezvimwe zvakawanda.
Tichatanga nekuiswa kwekombiyuta kuona.
Saka, chii chinonzi komputa kuona?
Munda wehungwaru hwekugadzira uye kudzidza muchina unozivikanwa se "kombiyuta kuona" (CV) ine chinangwa chekugadzira hunyanzvi hwekudzidzisa makomputa manzwisisiro uye kunzwisisa zviri mumifananidzo.
Kuti ucherechedze uye ugoronga zvinhu munzvimbo ine simba uye inochinja yemuviri, komputa chiratidzo inoshandisa kudzidza zvakadzika mamodheru ekutevedzera kumwe kuoma kwemaitiro ekuona kwevanhu uye maonero ekuona.
Kombiyuta inoedza kutevedzera maonerwo anoita munhu nzvimbo yekuona.
Nekudaro, kusiyana nevanhu, makomputa ane hunyanzvi hwekuchengeta huwandu hwakakura hwe data nekuchigadzirisa nekukasira, zvichitipa mukana wekugovera mabasa mazhinji kune yakanyanya kucheka tekinoroji.
Nhasi, kufambira mberi mune tekinoroji ye smartphone, evanhu vezvenhau, uye kushandiswa kwavo kwakapararira nemabhiriyoni evanhu - mapikicha anodarika mabhiriyoni matatu anotumirwa paIndaneti zuva rega rega - ari kugadzira ruzivo rwakanyanya kupfuura kare.
Pamwe chete nekuwedzera kuwana kwesimba rakakura remakomputa uye kufambira mberi mukudzidza kwakadzama uye neural network algorithms (semuenzaniso, kugadzirwa kweconvolutional neural network), kuwanikwa kwehuwandu hwakakura hwemifananidzo hwakapa makomputa mikana yakakosha yekudzidza mapatani uye maitiro eizvi. mifananidzo uye kuvandudza mwero wekururama we kuona kwechinhu uye classification.
Nekuda kweizvozvo, masisitimu ekuona emakombuta awana mwero we99% muhuwandu hwemashandisirwo azvo, achipfuura kurongeka kwekuona kwevanhu mune chaiyo yekuona, kupatsanura, uye kupindura mabasa.
Chiratidzo chekombuta muMitambo: Chaiyo-Nyika Mienzaniso
1. Mutambi Tracking
Kutevedza kwevatambi ndicho chimwe chezvinangwa zvikuru kana uchishandisa komputa kuona mumitambo. Kuti uite izvi, zvinodikanwa kuziva nzvimbo yemutambi wega wega chero nguva.
Varairidzi vanogona kukurumidza kuongorora mafambiro anoita mutambi wega wega panhandare uye chimiro chechikwata chavo nekuda kwekutevera vatambi, chinova chinhu chakakosha mukubatsira zvikwata kuita zvirinani.
Tiye anonyanya kucheka-kumucheto macomputer ekushandisa mumitambo mazuva ano anoshandisa otomatiki segmentation algorithms kuratidza nzvimbo dzingangove dzevamhanyi.
Nekushandisa machine learning uye nzira dzekuchera data pane isina kugadziridzwa mutambi wekutevera data, kubuda kwekombuta yekuona system inogona kuvandudzwa.
Ruzivo rwesemantic runogona kugadzirwa kana zvakakosha mumufananidzo kana vhidhiyo furemu zvaonekwa kuisa zviitiko zviri kutorwa nevatori mumaonero (kureva kuva nebhora, kupasa, kumhanya, kudzivirira, zvichingodaro).
Idzi nzira dzinogona kushandiswa kurongedza zviitiko zve semantic, se "imwe-vaviri pass" munhabvu, uye kuita yakadzama ongororo yehuwandu hwekuita kwevatambi vega nezvikwata.
Kubvumira varairidzi kuenzanisa kuisirwa kwevatambi kwakaringana nenzvimbo chaiyo yemutambi panguva yekutamba kwakati, mazano anogonawo kuitwa panzvimbo dzakanakisa dzevatambi panhandare.
Iyo yakawanda sarudzo dzakaunzwa neiyi mutambi wekutevera tekinoroji inokwanisa kushandura zvachose magadzirirwo evamhanyi uye kutariswa.
2. Kudzivirira kukuvara
Kugadzirisa kudiwa kwakawedzera kwekugadziriswa kwepfungwa uye kugara zvakanaka pamberi pechinhambwe chemagariro, vanhu vazhinji vari kuenda kumakosi epamhepo.
Kuti udzidze maitiro ekushandisa zvakachengeteka uye kudzivirira kukuvadzwa, zvakakosha kuedza makirasi mashomanana anodzidziswa nemudzidzisi ane ruzivo, kana ari oga kana boka.
Semuenzaniso, zvese pilates uye yoga zviri nyore kuita kumba. Zvisinei, kunyanya kune anotanga, zvakakosha kuedza makirasi mashomanana. Kuona kwekombuta, kunyanya kufungidzira kwechimiro, kunopinda mune ino mamiriro.
Posure estimation ibasa rekuona komputa rine chinangwa chekufungidzira nekutarisa nzvimbo yemunhu kana chinhu, uye 3D pose estimation-based apps dzavapo kubatsira varairidzi vemuviri.
Aya matekinoroji anoongorora chiito chega chega chemushandisi uye nekuvapa yakakwana-chaiyo-nguva mhinduro vachishandisa hupfumi hwekufamba kwekutevera data.
Kugamuchira mhinduro chaiyo-nguva uye kudzivirira kukuvara kwekurovedza muviri mabhenefiti maviri ekushanda pamwe chete nemurairidzi chaiwo.
3. Kuronda bhora
Kuti uwane ruzivo kubva mumitambo yakavakirwa bhora, kunyanya racket kana bat-and-bhora mitambo yakaita setenisi, kiriketi, badminton, nemimwe, kuronda kufamba kwebhora kwakakosha.
Makomputa ekuona mamodheru anogona kuratidza nzvimbo chaiyo yekurova kwebhora nepasi, kurekodha mafambiro ebhora mumativi matatu, uye kutofanotaura mafambiro ebhora kuti aone kana rarova wicket.
Mune mamwe mazwi, masisitimu ekutevera bhora anofambiswa nekuona komputa anobatsira ne:
- Kuonekwa kwemabhora
- Kutsvaga nzira
- Mafungiro emhedzisiro yemutambo
Kuronda bhora uku kunonetsa zvikuru mumitambo yakaita sebasketball, volleyball, nenhabvu nekuti bhora rinokwanisa kuvanzwa kuseri kwevatambi. Neimwe nzira, kuchinjana kwevatambi nebhora kunogona kuitika nekukurumidza uye pasina yambiro.
4. Referee Decision Improvement
Pakave nemienzaniso isingaverengeki yekubiridzira kuri pachena uye zvisarudzo zvisirizvo zvemupembe munhoroondo yese yemitambo. Nekufamba kwemakore, tekinoroji yakapinda mumitambo, zvichibatsira kudzikisa huwandu hwemhosho dzinoitwa nevatambi.
Nekuunzwa kwemichina yakaita seVhidhiyo Mubatsiri Referee (VAR), Goal-Line Technology (GLT), Hawk-eye, Sarudzo Yekuongorora System (DRS), uye Hawk-ziso mutenisi nekiriketi, umpire kana sarudzo dzemuridzi zvino dzinogona kuongororwa uye , kana zvisizvo, zvakapidiguka.
Vakuru vemitambo vemangwana vachaita zvikanganiso zvishoma nekuda kwekukura kwekushandiswa kweAI uye kuona komputa.
5. Pose estimation mune mobile application
Kushandisa matekinoroji ekucheka-cheka kunosimudzira vanhu kushandisa chirongwa chako kazhinji.
Kangani pawakasangana nemaapplication anoshandisa mavhidhiyo kuratidza maitiro ekuita maekisesaizi nemazvo?
Zvingangodaro munguva pfupi yapfuura. Uye funga kugadzira komputa yekuona modhi iyo inongozvigadzika nzvimbo yakakodzera, inochengeta nzira dzakaitwa, uye inopa matipi ekuti unganatsiridza sei kurovedza muviri kwako. yakanakisa kumira-mukati kune murairidzi chaiye.
Nerudzi urwu rwekushandisa, kudzidziswa kunogara kuchiwanikwa; chaunoda chete kamera iri paruoko. Gadzira nzvimbo yako yehunyanzvi nekuwedzera yako chaiyo mamiriro uye matekiniki ekumira kunze mumusika wako pasina kubhadhara yakawanda kune vadzidzisi vevanhu.
Iyi tekinoroji inobatsira kwazvo kukudza hunyanzvi hwako, hunogona kunge huri humwe hunhu kana mafambiro. Iwe haufanire kubhadhara kune vamwe vadzidzisi vehunyanzvi kudzidzisa zvirongwa zvako.
6. Utori venhau uye zvemitambo zvemukati
Iwe unogona kugadzira zvinonakidza zvemukati nekubatanidza hungwaru hwekugadzira uye komputa yekuona matekinoroji.
Iyo kamera inongoerekana yaswedera pedyo nenguva inonakidza apo modhi inoongorora zviitiko, senge chinangwa.
Fungidzira kana iwe uchingoda kuseta mashoma makamera anogona nehungwaru uye otomatiki kutarisa pane zvakanyanya kukosha zvikamu zvemutambo pane kubhadhara nhamba yakakura yevatori venhau uye kumirira kugadzirwa kwemashure kuburitsa zviitiko zvemitambo.
7. Fani mood
Huwandu hwemashandisirwo ekuona komputa hunongoshamisa. Kunakidzwa kwemunhu achiona chimwe chinhu kwaigona kuyerwa kare nemiedzo yaisanganisira kusungirirwa kwewaya dzakakosha kuona zviri kuitika.
Hatichadi kuvharira munhu wese anoona murabhoritari nekuda kwekombiyuta yekuona matekinoroji. Wana kunyatsoongorora kugutsikana kwevatambi vemafirimu.
Manzwiro mazhinji akasiyana, akadai semufaro, kufinhwa, kufara, kuodzwa mwoyo, nezvimwewo, anogona kusiyaniswa nemhando dzekuona komputa.
matambudziko
Chiono chekombuta yemitambo inonyanya kutsamira pamakamera masisitimu kutora uye wozoongorora mifananidzo yemitambo. Kazhinji, macamera akati wandei anomisikidzwa akatenderedza nzvimbo yechiito, senge zvimire panguva yemutambo kana mativi enzvimbo yekudzidzira.
Kunyangwe mukati memutambo mumwe chete, kona, nzvimbo, Hardware, uye mamwe marongero ekupfura anosiyana zvakanyanya kubva pamutambo kuenda kumutambo.
Macomputer ekuona masisitimu anofanirwawo kuchinjirwa kune mamwe machisi uye nzira dzekutora mafirimu, izvo zvinopa dambudziko. Mamwe matambudziko anosanganisira:
- Mazhinji masangano emitambo uye mativi ekuongorora maitiro anoshaya epamusoro vhidhiyo michina.
- Iyo kazhinji pani, kutenderera, uye zoom shanduko inoitwa nemakamera ekutepfenyura anoita kuti zvinyanye kuomera komputa kuona vhidhiyo yekugadzirisa masisitimu kuti ienderane neinongochinja data yavanogashira.
- Zvingave zvakaoma kumakomputa ekuona vhidhiyo yekugadzirisa masisitimu kusiyanisa pakati pezvinhu zviri kumashure, vatambi, uye zvinhu, vatambi vakapfeka zvakafanana, uye mamwe mamiriro.
Kusvika kumwero wakati, kuona kwekombiyuta kwakagadzirisa zvikanganiso izvi. Semuenzaniso, kugadzirisa mifananidzo kwakabvumira makomputa kuti aone pakati pepasi, vatambi, uye zvimwe zvinhu zvemberi.
Zvikasadaro, color-based segmentation algorithms inoita kuti zvikwanise kuziva bhora, kutarisa vatambi vanofamba, uye kutsvaga nzvimbo yepitch neruvara rwehuswa, hwakasvibira.
mhedziso
Kupfupisa, kuona komputa ndiyo inonyanya kufarirwa tekinoroji munda, uye mukurumbira wayo uri kungokura. Aya maonero matsva ekugadzirisa data uye kuti anoonekwa sei; isu pakupedzisira takadzidzisa makomputa kuona.
Mabasa ekuona komputa akajairika mumitambo ndeye mutambi uye bhora rekutevera, fungidziro yechimiro chekudzivirira kukuvara, segmentation yekusiyanisa kumashure kubva kune vatambi, nevamwe.
Mazuva ese, isu tinogadzira huwandu hukuru hwe data hwatinga shandisa nemazvo chitima mienzaniso, iyo inozoshanda serubatsiro rwetariro mukugadzirisa matambudziko ebhizinesi.
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