Uhlolojikelele
I-AI ekuhlaziyeni kwezemidlalo ishintsha ividiyo, izinzwa ezigqokekayo, kanye nedatha yokudlala-ngadlalwa kube ukuqonda okuphathekayo ngokusebenza komdlali, amaqhinga, nobungozi bokulimala. Kusiza amaqembu ukuthi awine imidlalo, agcine abasubathi bephilile, futhi abandakanye abalandeli ngokusakaza okuhlakaniphile.
I-AI ku-Sports Analytics isebenzisa i-AI ezindaweni eziqondene nesizinda lapho imithethonqubo, ukusebenza, kanye nokubekezelela ubungozi kubumbe kakhulu ukukhetha kwedizayini.
I-Deep Dive
Izibalo zesimanje zezemidlalo zihlanganisa umbono wekhompyutha, idatha yokulandelela, nokufunda ngomshini. Amasistimu okubona amehlo afana ne-Hawk-Eye kanye ne-Second Spectrum athwebula (x, y) indawo yawo wonke umdlali kanye nebhola izikhathi ezingu-25 noma ngaphezulu ngomzuzwana, akhiqiza izigidi zamaphoyinti edatha kumdlalo ngamunye. Amamodeli aqeqeshwe kule datha abala izinto abantu okunzima ukuzibona: amaphuzu alindelwe umdlali we-basketball endaweni yokudutshulwa ngakunye, ukucindezela kweqembu lebhola lezinyawo, noma ukungaguquguquki kwephoyinti lomdlali webhola lezinyawo. Okugqokekayo (amavesti e-GPS, amabhande okushaya kwenhliziyo, ama-accelerometer) amamodeli okuphatha ukulayisha okuphakelayo ahlaba umkhosi ukukhathala ngaphambi kokulimala. Amamethrikhi afana nemigomo elindelekile (xG) ebholeni likanobhutshuzwayo kanye ne-EPV ku-basketball manje asejwayelekile. Amahhovisi angaphambili asebenzisa la mathuluzi ukuhlola, ukubhala phansi, nokulinganisa amanani enkontileka, ukuhlanganisa izibalo ne-biomechanics nevidiyo.
I-Technical Insight
Ukulandelelwa komdlali kuncike embonweni wekhompuyutha enamakhamera amaningi: kutholwa umsubathi ngamunye, kukhonjwa ngenombolo yejezi, futhi kulandelelwe uhlaka ngohlaka, ngamamodeli okuhlonza kabusha athola ubunikazi ngemva kokuba abadlali behlanganiselana noma bavalelane. Amamodeli amagoli alindelekile ngokuvamile izihlahla ezithuthukisiwe ngokwe-gradient noma ukuhlehla kwezinto eziqeqeshwayo ezicini ezifana ne-engeli yokudutshulwa, ibanga, nengcindezi yomvikeli, okukhipha amathuba angu-0 kuya ku-1 okuthi ithuba elinikeziwe libe umgomo.
Ukufundisa i-AI ku-Sports Analytics
I-AI ekuhlaziyeni kwezemidlalo ishintsha ividiyo, izinzwa ezigqokekayo, kanye nedatha yokudlala-ngadlalwa kube ukuqonda okuphathekayo ngokusebenza komdlali, amaqhinga, nobungozi bokulimala. Kusiza amaqembu ukuthi awine imidlalo, agcine abasubathi bephilile, futhi abandakanye abalandeli ngokusakaza okuhlakaniphile. I-AI ku-Sports Analytics isebenzisa i-AI ezindaweni eziqondene nesizinda lapho imithethonqubo, ukusebenza, kanye nokubekezelela ubungozi kubumbe kakhulu ukukhetha kwedizayini. Ukuze wakhe ukuqonda okujulile, phatha i-AI ku-Sports Analytics njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela oyifunayo, ucacise ukucabanga, futhi uhlukanise lokho isistimu engakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.
Empeleni, amaqembu aqinile asebenzisa i-AI ku-Sports Analytics aqondanisa amandla obuchwepheshe nenqubomgomo yesizinda, ukucwaningwa kwamabhuku, kanye nokuthatha izinqumo okuphambili. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso. Ngesikhathi esifanayo, izimfuneko Zokulawula zingenza ama-prototypes aqine ngenye indlela. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.
I-Strategic Impact
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso.
Umongo womkhakha unquma ukuthi imibono ye-AI iyasinda yini ekuxhumaneni neqiniso. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada.
Imikhawulo yesizinda ithonya izilinganiso zamaphutha ezamukelekayo namamodeli wokugada. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili.
Ukuthunyelwa okuphumelelayo kuqondanisa amandla obuchwepheshe nokugeleza komsebenzi okuphambili. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
Amakilabhu ePremier League asebenzisa amamodeli emigomo elindelekile (xG) ukuhlola ukuthi umgadli akadlali kahle ngempela yini noma uneshwa ngaphambi kokuthatha isinqumo sokushintsha.
Amaqembu e-NBA ahlaziya idatha yokulandelela i-Second Spectrum ukuze athuthukise ukukhetha kokudubula, ephushela abadlali kumaphoyinti amathathu enani eliphakeme kanye namashothi onqenqemeni phezu kokugxuma okungahambi kahle kwe-mid-range.
Izisebenzi zesayensi yezemidlalo zisebenzisa i-GPS-vest nedatha yomthwalo wenhliziyo ukuze zilawule ukuqina kokuqeqeshwa kanye nokuhlaba umkhosi abasubathi engozini ephakeme yokulimala kwezicubu ezithambile.
I-Hawk-Eye yokulandelela ibhola inika amandla izingcingo zolayini ezizenzakalelayo kuthenisi nezinqumo ze-lbw kukhilikithi, ukushintsha noma ukulekelela ompempe abangabantu.
Amaphethini Okusebenzisa
I-AI ku-Sports Analytics isebenza
Amakilabhu ePremier League asebenzisa amamodeli emigomo elindelekile (xG) ukuhlola ukuthi umgadli akadlali kahle ngempela yini noma uneshwa ngaphambi kokuthatha isinqumo sokushintsha.
Amakilabhu ePremier League asebenzisa amamodeli emigomo elindelekile (xG) ukuhlola ukuthi umgadli akadlali ngempela yini noma uneshwa ngaphambi kokuthatha isinqumo sokushintshana Amaqembu ngokuvamile athola imiphumela engcono uma echaza imingcele yekhwalithi ngaphambili, agcina indlela yokukhuphuka kwabantu yamacala abucayi, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ku-Sports Analytics isebenza
Amaqembu e-NBA ahlaziya idatha yokulandelela i-Second Spectrum ukuze athuthukise ukukhetha kokudubula, ephushela abadlali kumaphoyinti amathathu enani eliphakeme kanye namashothi onqenqemeni phezu kokugxuma okungahambi kahle kwe-mid-range.
Amaqembu e-NBA ahlaziya idatha yokulandelela i-Second Spectrum ukuze athuthukise ukukhetha kokudubula, esunduza abadlali kumaphoyinti amathathu enani eliphakeme kanye nokushutha unqenqema phezu kwama-jumpers aphakathi nendawo Amaqembu ngokuvamile athola imiphumela engcono uma echaza izilinganiso zekhwalithi ngaphambili, agcine indlela yokukhuphuka kwabantu ngamacala asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ku-Sports Analytics isebenza
Izisebenzi zesayensi yezemidlalo zisebenzisa i-GPS-vest nedatha yomthwalo wenhliziyo ukuze zilawule ukuqina kokuqeqeshwa kanye nokuhlaba umkhosi abasubathi engozini ephakeme yokulimala kwezicubu ezithambile.
Izisebenzi zesayensi yezemidlalo zisebenzisa i-GPS-vest kanye nedatha yomthwalo wenhliziyo ukuze zilawule ukuqina kokuqeqeshwa kanye nokuhlaba umkhosi abasubathi abasengcupheni ephakeme yokulimala kwezicubu ezithambile Amaqembu ngokuvamile athola imiphumela engcono lapho echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka komuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
I-AI ku-Sports Analytics isebenza
I-Hawk-Eye yokulandelela ibhola inika amandla izingcingo zolayini ezizenzakalelayo kuthenisi nezinqumo ze-lbw kukhilikithi, ukushintsha noma ukulekelela ompempe abangabantu.
Ulayini wokulandelela ibhola lika-Hawk-Eye ushayela izingcingo ezizenzakalelayo kuthenisi nezinqumo ze-lbw kukhilikithi, ukufaka esikhundleni noma ukulekelela ompempe abangabantu Amaqembu ngokuvamile athola imiphumela engcono uma echaza ikhwalithi ephezulu ngaphambili, egcina indlela yokukhuphuka komuntu ngamacala asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Izidingo zokulawula zingenza ama-prototypes aqine ngenye indlela.
Idatha yomlando ingase ihlanganise ukuchema okulimaza imiphakathi ethile.
Izinhlelo zefa zingakha izithiyo zokuhlanganisa kanye nezindleko ezifihliwe.
Ukuqalisa Umhlahlandlela
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni.
Bandakanya ochwepheshe besizinda kusukela ekufakeni inkinga kuye ekuhlolweni. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa.
Dizayina izindlela zokuhlola kanye nemibhalo ngaphambi kokwethulwa. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi.
Qinisekisa ukuthobela imithetho nokuphepha kusenesikhathi. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva.
Khipha ngezigaba ngemibandela yokumisa ecacile neyokubuyisela emuva. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.