AI a cikin Nazarin Wasanni
AI a cikin nazarin wasanni yana juya bidiyo, na'urori masu auna firikwensin, da bayanan wasa-da-wasa zuwa hangen nesa mai aiki akan aikin ɗan wasa, dabaru, da haɗarin rauni.
Dubawa
It helps teams win games, keep athletes healthy, and engage fans with smarter broadcasts.
Zurfafa nutsewa
Nazarin wasanni na zamani ya haɗu da hangen nesa na kwamfuta, bayanan bin diddigin, da koyon injin. Tsarin gani kamar Hawk-Eye da Spectrum na Biyu suna ɗaukar matsayi (x, y) kowane ɗan wasa da ƙwallon sau 25 ko fiye da haka a cikin sakan daya, suna samar da miliyoyin maki a kowane wasa. Samfuran da aka horar da su akan wannan bayanan suna ƙididdige abubuwan da ɗan adam ke fafutukar gani: abubuwan da ake tsammanin ɗan wasan ƙwallon kwando a kowane wurin harbi, ƙarfin ƙungiyar ƙwallon ƙafa, ko daidaiton ma'anar sakin tulu. Abubuwan sawa ( rigunan GPS, madauri mai saurin zuciya, na'urorin accelerometers) suna ciyar da nau'ikan sarrafa kaya waɗanda ke nuna gajiyawa kafin ya zama rauni. Ma'auni kamar burin da ake sa ran (xG) a ƙwallon ƙafa da EPV a ƙwallon kwando yanzu sun zama ma'auni. Ofisoshin gaba suna amfani da waɗannan kayan aikin don zayyanawa, zayyanawa, da ƙimar kwangila, haɗa kididdiga tare da injiniyoyi da bidiyo.
Fahimtar Fasaha
Bibiyar mai kunnawa ya dogara da hangen nesa na kyamarar kyamara: kowane ɗan wasa ana gano shi, an gano shi da lambar riga, da kuma sa ido akan firam-zuwa-firam, tare da ƙirar sake ganowa da ke dawo da gabobin bayan 'yan wasa sun taru ko kuma sun haɗa juna. Samfuran da ake tsammanin-maƙasudin yawanci bishiyoyi ne da aka haɓaka gradient ko jujjuyawar dabaru waɗanda aka horar da su akan fasali kamar kusurwar harbi, nisa, da matsin lamba na masu karewa, suna fitar da yuwuwar 0-zuwa-1 cewa damar da aka bayar ta zama manufa.
Dabarun Tasiri
Mahallin da dokoki
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Kula da inganci
Matsakaicin yanki yana tasiri karɓaɓɓun ƙimar kuskure da ƙirar sa ido.
Gina zaɓuɓɓuka
Nasarar tura kayan aiki sun daidaita iyawar fasaha tare da ayyukan aiki na gaba.
Makomar AI a cikin Nazarin Wasanni
Yi tsammanin ingantaccen bincike na biomechanical daga faifan watsa shirye-shirye na yau da kullun, don haka ko da kulake masu son za su iya samun damar fahimtar matakin matakin ba tare da na'urorin firikwensin tsada ba. Generative AI zai samar da rugujewar dabara mai sarrafa kansa da keɓaɓɓen reels, yayin da na'urar kwaikwayo na ƙarfafawa-koyo gwada ƙirar wasan kafin su isa filin. Yiwuwar nasara-lokaci na gaske da samfuran haɗari-rauni za su ƙara yin fasalin yanke shawarar horarwa a cikin wasa, kuma ƙungiyoyi za su ci gaba da yin muhawara game da adadin jagorar algorithmic a gefen gefe da ofishin gaba.
Aiwatar da Gaskiyar Duniya
Kungiyoyin Premier suna amfani da nau'ikan nau'ikan zira kwallaye (xG) don tantance ko dan wasan baya da gaske ko kuma yayi rashin sa'a kafin yanke shawarar canja wuri.
Ƙungiyoyin NBA suna nazarin bayanan sa ido na Biyu don inganta zaɓin harbi, tura ƴan wasa zuwa manyan maƙasudai uku da harbe-harbe a kan gaba akan masu tsalle-tsalle marasa inganci.
Ma'aikatan kimiya na wasanni suna amfani da GPS-vest da bayanan ɗaukar nauyi na zuciya don sarrafa ƙarfin horo da tuta 'yan wasa a cikin haɗarin rauni mai laushi.
Hawk-Eye ball-ido yana ba da ikon kiran layi mai sarrafa kansa a cikin wasan tennis da lbw yanke shawara a wasan kurket, maye gurbin ko haɓaka umpires na ɗan adam.
Hatsari & Tsare-tsare
Bukatun tsari na iya ɓata in ba haka ba ƙaƙƙarfan samfuri.
Bayanan tarihi na iya ɓoye son zuciya da ke cutar da takamaiman al'ummomi.
Tsarin gado na iya haifar da ƙullun haɗin kai da ɓoyayyun farashi.
Taswirar Hanya
Haɗa ƙwararrun yanki daga tsara matsala zuwa ƙima.
Zane hanyoyin duba da takaddun kafin ƙaddamarwa.
Tabbatar da yarda da wajibai na aminci da wuri.
Fitar a cikin matakai tare da bayyanannen ma'auni na tsayawa da juyawa.
Ci gaba da Bincike
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Jagora na gaba
AI a cikin Binciken Magana na Cibiyar Kira
Tambayoyin da ake yawan yi
What is AI in Sports Analytics?
AI a cikin nazarin wasanni yana juya bidiyo, na'urori masu auna firikwensin, da bayanan wasa-da-wasa zuwa hangen nesa mai aiki akan aikin ɗan wasa, dabaru, da haɗarin rauni. Yana taimaka wa ƙungiyoyi su sami nasara a wasanni, kiyaye ƴan wasa lafiya, da haɗar da magoya baya tare da mafi kyawun watsa shirye-shirye.
Menene ma'aunin 'maƙasudai' (xG) a kiyasin ƙwallon ƙafa?
xG yana ba kowane harbi yuwuwar zira kwallaye bisa ga fasali kamar nisa, kusurwa, da matsa lamba na tsaro, barin manazarta su yi hukunci da ingancin dama maimakon kawai sakamako.
Ta yaya tsarin bin diddigin mai kunnawa kamar Hawk-Eye da Spectrum na Biyu ke kama bayanan?
Waɗannan tsarin suna amfani da hangen nesa na kyamara mai yawa don yin rikodin matsayin kowane ɗan wasa da ƙwallon sau da yawa a cikin sakan daya, suna samar da bayanan sararin samaniya masu tsayi.
Wanne bayanan firikwensin aka fi amfani da shi don sarrafa nauyin ɗan wasa da rigakafin rauni?
Abubuwan sawa kamar raka'o'in GPS, masu lura da bugun zuciya, da na'urorin accelerometers suna auna nauyin aiki da gajiya, ƙirar ciyarwa waɗanda ke nuna haɗarin rauni.
A cikin nazarin wasan ƙwallon kwando, me yasa samfuran bin diddigi sukan hana yin tsalle-tsalle na dogon zango?
Binciken inganci yana nuna matsakaicin tsaka-tsaki masu nuni biyu gabaɗaya suna samar da ƙananan maki da ake tsammanin kowane ƙoƙari fiye da masu nuni uku ko mafi girman kashi kusa da kwandon.
Kalubale na musamman don bin diddigin mai kunna kyamara da yawa shine sake ganowa. Wace matsala yake magance?
Lokacin da 'yan wasan suka zo juna ko aka rufe, tsarin zai iya rasa sanin wanene; Samfuran sake tantancewa suna sake sanya madaidaitan keɓaɓɓu da zarar 'yan wasa suka rabu.