AI mubaskuti b'abakinnyi no gushaka
AI mubaskuti b'abakinnyi ikoresha amakuru nisesengura rya videwo kugirango ubone impano, guhanura inzira zumwuga, no kubona abakinnyi badahabwa agaciro.
Incamake
It is reshaping how clubs in football, basketball, and other sports decide who to sign and how much to pay.
Kwibira cyane
Abaskuti gakondo bashingiye kumaso yumuskuti no kumva amara, bareba udukino twinshi. AI ihindura igipimo: sisitemu ubu yinjiza amakuru yibyabaye (buri pass, tack, na shoti), GPS ikurikirana, hamwe na mudasobwa-iyerekwa rya bakinnyi 22 bose mukibuga. Ibigo nka SkillCorner na Stats Gukora ibishushanyo mbonera byabakinnyi bava kuri videwo yerekana, mugihe urubuga rwerekana icyarimwe ibihumbi icyarimwe. Uburyo buzwi bwa 'Moneyball' bwakozwe na Oakland A muri baseball bwari verisiyo y'ibarurishamibare; AI igezweho irayagura hamwe no kwiga imashini iteganya agaciro kazoza, ibyago byo gukomeretsa, hamwe nuburyo bukwiye. Amakipe nka Liverpool FC yubatse amashami yubumenyi-siyanse iyobowe naba fiziki. Intego ni ugushaka amabuye yihishe mumaguru yo hepfo mbere yuko bahanganye namakipe akize.
Ubushishozi
Uburyo bwibanze burimo moderi-yazamuye moderi hamwe ninshundura zamahugurwa yatojwe kumikorere yamateka yo guhanura ibipimo nkintego ziteganijwe (xG) umusanzu cyangwa agaciro k'isoko. Icyerekezo cya mudasobwa (gereranya igereranya, ibintu byinshi bikurikirana) bihindura videwo mbisi mumibare yimiterere kuri 25 frame kumasegonda. Guhuza algorithms noneho ushiramo abakinnyi nkibice kugirango club ishobore gushakisha 'verisiyo ihendutse yumukinnyi X' ushakisha abaturanyi begereye mumiterere yimiterere.
Ingaruka z'Ingamba
Build choices
Igishushanyo-cy-urwego rugena niba AI itezimbere ibisubizo nyabyo.
Itsinda hamwe nakazi
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Risk and safety
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Kazoza ka AI mubaskuti b'abakinnyi no gushaka
Tegereza moderi ikungahaye cyane ikomatanya ikurikirana amakuru, ibinyabuzima, ndetse nibimenyetso bya psychologiya na mbuga nkoranyambaga kugirango umenye imitekerereze nigihe kirekire. Kwambara sensor yamakuru azagaburira igihe-giskuti mumashuri, yerekana impano zurubyiruko hakiri kare. Kwigana kubyara birashobora kwemerera amakipe kugerageza uburyo abashaka akazi bazakora muri sisitemu yihariye mbere yo gusinya, mugihe abashinzwe kugenzura n’amashyirahamwe y’abakinnyi basubiza inyuma ubuzima bwite n’imyitwarire y’ingimbi.
Gushyira mu bikorwa Isi
Ishami ryamakuru rya Liverpool FC rikoresha icyitegererezo cyerekana imyanya yo gusinyana nka Mohamed Salah hamwe no kwimura agaciro
SkillCorner na Imibare Kora ikuramo abakinnyi bakurikirana amakuru kuva mumashusho yatangajwe kugeza kubakinnyi b'abaskuti muri shampiyona nta sensor ya sensor
Amakipe ya NBA akoresha amakuru-yabakinnyi (yahoze yitwa SportVU) kugirango asuzume ingaruka zo kwirwanaho amanota agasanduku kabuze
Amakipe ya Baseball akoresheje Statcast yo gusohoka-umuvuduko na spin-igipimo cyamakuru kugirango ategure kandi aha agaciro ibibindi na hitters birenze imibare gakondo
Ingaruka & Kurinda
Gutangiza inzira yamenetse birashobora kongera ibibazo bihari.
Amakipe arashobora gukora cyane kandi agakuraho ibitekerezo byabantu bikenewe.
Ubwiza burashobora gutemba niba ibisubizo bidahwema gusuzumwa.
Igishushanyo mbonera
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
AI muburyo bukurikirana Ibikorwa byimikino
Ibibazo bikunze kubazwa
What is AI in Player Scouting and Recruitment?
AI mubaskuti b'abakinnyi ikoresha amakuru nisesengura rya videwo kugirango ubone impano, guhanura inzira zumwuga, no kubona abakinnyi badahabwa agaciro. Irimo ivugurura uburyo amakipi yumupira wamaguru, basketball, nindi siporo ahitamo uwo yasinyira nangahe agomba kwishyura.
Ni uruhe rugero rwo hambere kwisi rwakunze kwitwa nkibibanziriza abaskuti bayobowe na AI?
Isesengura ry’ibarurishamibare rya Oakland A (sabermetrics) mu gushakisha abakinnyi badahabwa agaciro, filozofiya-yambere ya data abaskuti ba AI bigezweho.
Niki iyerekwa rya mudasobwa ryemerera abaskuti gukora n'amashusho ahuza amashusho?
Gereranya ikigereranyo hamwe nibintu byinshi bikurikirana bihindura videwo mbisi muri coordinateur, kureka clubs zisesengura abakinnyi ndetse no muri shampiyona idafite sisitemu ya sensor.
Kuki amakipe akoresha 'abakinyi basa' cyangwa hafi ya algorithm yumuturanyi?
Mugushiramo abakinyi nkibintu biranga, clubs zirashobora gushakisha ubundi buryo buhendutse umwirondoro wibarurishamibare usa ninyenyeri badashobora kugura.
Nibihe bipimo ni urugero rwibipimo bigezweho bya AI / isesengura mu mupira w'amaguru (umupira w'amaguru)?
Intego ziteganijwe (xG) zerekana ko bishoboka ko ishoti rihinduka intego, igipimo cyambere cyambere cyakoreshejwe mubisesengura rya kijyambere.
Ni ubuhe butumwa bukomeye bwibanze bwatewe n'abaskuti ba AI?
Gukusanya ibinyabuzima, imikorere, ndetse n’imibereho mbonezamubano ku bana bato bitera ibibazo bikomeye by’ibanga n’imyitwarire y’amashyirahamwe n’abashinzwe kugenzura.