Incamake
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.
AI mu bakinnyi b'Abaskuti no Gushaka abakozi yibanda kubikorwa bifatika: guhindura ubushobozi bwicyitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe.
Kwibira cyane
Abaskuti gakondo bashingiye kumaso yumuskuti no kumva amara, bakareba imikino mike. 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 ayobowe naba fiziki. Intego ni ugushaka amabuye yihishe mumaguru yo hepfo mbere yuko bahanganye namakipe akize akora.
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 (igereranya, igereranya ibintu byinshi) ihindura videwo mbisi mumiterere yimiterere kuri 25 frame kumasegonda. Guhuza algorithms noneho ushiramo abakinnyi nkibice kugirango club ishobore gushakisha 'verisiyo ihendutse yumukinnyi X' ushakisha abaturanyi begereye mumiterere yimiterere.
Kumenya 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. Irimo ivugurura uburyo amakipi yumupira wamaguru, basketball, nindi siporo ahitamo uwo yasinyira nangahe agomba kwishyura. AI mu bakinnyi b'Abaskuti no Gushaka abakozi yibanda kubikorwa bifatika: guhindura ubushobozi bwicyitegererezo mubikorwa byizewe bya buri munsi bitanga agaciro kagereranijwe. Kugirango wubake byimbitse, fata AI mubakinnyi baskuti no gushaka abakozi 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 AI mubakinnyi baskuti no gushaka abakozi yibanda kumusaruro wakazi, ntabwo ari demo yicyitegererezo, kandi asobanura aho abantu bagenzura hakiri kare. 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.
Igishushanyo-cyurwego rushushanya niba AI itezimbere ibisubizo nyabyo. Mugihe kimwe, Gutangiza inzira yamenetse birashobora kongera ibibazo bihari. 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
Igishushanyo-cyurwego rushushanya niba AI itezimbere ibisubizo nyabyo.
Igishushanyo-cyurwego rushushanya niba AI itezimbere ibisubizo nyabyo. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera.
Guhuza ibikorwa byiza bikora umusaruro wunguka abakoresha bashobora kwizera. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa.
Gukoresha neza ibibazo bigabanya umunaniro wimpinduka hamwe ningaruka zo gushyira mubikorwa. 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
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
Uburyo bwo Gushyira mu bikorwa
AI mubaskuti b'abakinnyi no kwinjiza mu myitozo
Ishami ryamakuru rya Liverpool FC rikoresha icyitegererezo cyerekana imyanya yo gusinyana nka Mohamed Salah hamwe no kwimura agaciro.
Ishami ryamakuru rya Liverpool FC rikoresha icyitegererezo cyerekana imyanya yo gusinyisha nka Mohamed Salah hamwe no kwimura agaciro-Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
AI mubaskuti b'abakinnyi no kwinjiza mu myitozo
SkillCorner na Imibare Kora ikuramo abakinnyi bakurikirana amakuru kuva kumashusho yatangajwe kugeza kubakinnyi b'abaskuti muri shampiyona nta sensor ikingira.
SkillCorner na Stats Gukora amakuru yo gukuramo abakinnyi bakurikirana amakuru kuva kumashusho yatangajwe kugeza kubakinnyi b'abaskuti muri shampiyona idafite ubwishingizi bwa sensor Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mubaskuti b'abakinnyi no kwinjiza mu myitozo
Amakipe ya NBA akoresha amakuru-yabakinnyi (yahoze yitwa SportVU) kugirango asuzume ingaruka zo kwirwanaho amanota agasanduku kabuze.
Amakipe ya NBA akoresha abakinyi-bakurikirana (yahoze yitwa SportVU) kugirango basuzume ingaruka zo kwirwanaho amanota yisanduku yabuze Amakipe mubusanzwe abona umusaruro mwiza mugihe basobanuye ibipimo ngenderwaho byimbere, bagakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi bagakurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
AI mubaskuti b'abakinnyi no kwinjiza mu myitozo
Amakipe ya Baseball akoresheje Statcast yo gusohoka-umuvuduko na spin-igipimo cyamakuru kugirango ategure kandi aha agaciro ibibindi na hitters birenze imibare gakondo.
Amakipe ya Baseball akoresha Statcast yo gusohoka-umuvuduko na spin-igipimo cyamakuru kugirango ategure kandi aha agaciro ibibindi hamwe na hitteri kurenza imibare gakondo Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
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.
Shushanya ibikorwa byubu hanyuma umenye intambwe-yo guterana hejuru. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye.
Sobanura aho abantu bagenzura mbere yo kwikora byuzuye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge.
Hugura abakoresha kubisobanuro, inzira zo kuzamuka, hamwe nubuziranenge. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye.
Kurikirana ibisubizo-urwego rwibisubizo kugirango wemeze agaciro karambye. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.