Teburin Abubuwan Ciki[Boye][Nuna]
Kuna motsa jiki don kasancewa cikin koshin lafiya, ko watakila kuna son wasan cricket ko ƙwallon ƙafa? Wasu suna son kallon wasanni tare da abokai.
Wasu mutane suna shiga cikin wasanni don su kasance cikin koshin lafiya da mai da hankali. Babu shakka wasanni wani muhimmin al'amari ne na rayuwarmu, ba tare da la'akari da muradinmu ko salon rayuwarmu ba.
Wasanni, kamar kowane muhimmin al'amari na rayuwarmu ta yau da kullun da kuma tattalin arzikin duniya, haɓakar fasaha yana da tasiri ba makawa.
A yau, a cikin 2022, motocin F1 masu kayan firikwensin firikwensin da ƙididdigar ƙwallon ƙafa na ainihi ba son fasaha na gaba bane.
A hakikanin gaskiya, ci gaban ya ci gaba da yawa: kasuwancin da suka fi dacewa sun riga sun yi amfani da hangen nesa na kwamfuta da wucin gadi hankali a wasanni don saduwa da batutuwa daban-daban.
Babu shakka cewa basirar wucin gadi da na'ura za su ci gaba da ciyar da wannan horo idan aka yi la'akari da gagarumin tasirin da fasaha ta yi a wasanni.
Wannan labarin zai mai da hankali kan amfani da hangen nesa na kwamfuta a cikin wasanni, gami da aikace-aikace masu amfani, fa'idodi, da ƙari mai yawa.
Za mu fara da gabatarwar hangen nesa na kwamfuta.
To, menene hangen nesa na kwamfuta?
Fannin basirar wucin gadi da koyon injin da aka sani da "Computer Vision" (CV) yana da nufin haɓaka dabarun koyar da kwamfutoci yadda ake fahimta da fahimtar abubuwan da ke cikin hotuna.
Domin ganewa da rarraba abubuwa a cikin yanayi mai ƙarfi da canzawa, ana amfani da hangen nesa na kwamfuta zurfin ilmantarwa samfura don kwaikwayi wasu sarƙaƙƙiyar tsarin hangen nesa na ɗan adam da hangen nesa.
Kwamfuta tana ƙoƙarin yin kwaikwayon yadda mutum yake ganin yanayin gani.
Koyaya, ba kamar mutane ba, kwamfutoci suna da ikon adana bayanai masu yawa da sarrafa su cikin sauri, yana ba mu sassauci don ƙaddamar da ayyuka da yawa ga mafi kyawun fasaha.
A yau, ci gaban fasaha na smartphone, kafofin watsa labarun, da kuma yadda biliyoyin mutane ke amfani da su - sama da hotuna biliyan 3 ana buga ta yanar gizo kowace rana - suna haifar da ƙarin bayanan gani fiye da kowane lokaci.
Tare da ƙarin damar yin amfani da babban ƙarfin kwamfuta da ci gaba a cikin zurfin koyo da algorithms na cibiyar sadarwa na jijiyoyi (misali, ƙirƙirar hanyoyin sadarwar jijiyoyi), samuwar irin wannan adadi mai yawa na hotuna ya samar da kwamfutoci da dama mai ƙima don koyan alamu da halayen waɗannan. hotuna da inganta daidaito rates don gano abu da rarrabawa.
Sakamakon haka, tsarin hangen nesa na kwamfuta sun sami daidaiton ƙimar 99% a cikin adadin aikace-aikacen su, wanda ya zarce daidaiton hangen nesa na ɗan adam a takamaiman ganowa, rarrabawa, da ayyukan amsawa.
Hannun Kwamfuta a Wasanni: Misalai na Gaskiya na Duniya
1. Bibiyar Yan wasa
Bibiyar ƴan wasa ɗaya ne daga cikin manyan manufofin lokacin amfani da hangen nesa na kwamfuta a cikin wasanni. Don yin wannan, ya zama dole a gano wurin kowane ɗan wasa a kowane lokaci.
Masu horarwa za su iya yin nazari cikin sauri yadda kowane ɗan wasa ke motsawa a filin wasa da tsarin ƙungiyarsu godiya ga bin diddigin ƴan wasa, wanda shine muhimmin sashi don taimakawa ƙungiyoyi suyi aiki mafi kyau.
Tya fi yanke aikace-aikacen hangen nesa na kwamfuta a cikin wasanni a zamanin yau yana amfani da algorithms rarrabawa ta atomatik don nuna wuraren da wataƙila na 'yan wasa ne.
Ta hanyar amfani injin inji da hanyoyin haƙar ma'adinan bayanai akan bayanan bin diddigin 'yan wasan da ba a sarrafa su ba, za a iya inganta fitar da tsarin hangen nesa na kwamfuta.
Ana iya ƙirƙira bayanan ilimin harshe da zarar an gano mahimman abubuwan da ke cikin hoto ko firam ɗin bidiyo don sanya ayyukan da mahalarta suke ɗauka (watau mallakar ƙwallon ƙafa, wucewa, gudu, kare, da sauransu).
Ana iya amfani da waɗannan hanyoyin don rarraba abubuwan da suka faru na ma'ana, kamar "fassara ɗaya da biyu" a ƙwallon ƙafa, da kuma yin nazarin ƙididdiga mai yawa game da ayyukan ɗaiɗaikun 'yan wasa da ƙungiyoyi.
Domin ba da damar kociyan su kwatanta matsayin ƴan wasa da ya dace da ainihin matsayin ɗan wasa yayin takamaimiyar wasa, ana iya ba da shawarwari kan mafi kyawun wurare ga ƴan wasa a filin wasa.
Zaɓuɓɓuka da yawa da wannan fasahar bin diddigin ɗan wasa ta haifar suna da ikon canza gabaɗaya yadda ƴan wasa ke shiryawa da kuma zaluntar su.
2. Rigakafin rauni
Don magance karuwar buƙatar sake fasalin tunani da jin daɗin rayuwa ta fuskar nesantar jama'a, mutane da yawa suna neman kwasa-kwasan kan layi.
Don koyon yadda ake motsa jiki cikin aminci da hana raunin da ya faru, yana da mahimmanci a gwada ƴan azuzuwan da ƙwararren malami ya koyar, ko a cikin keɓaɓɓen wuri ko na rukuni.
Alal misali, duka pilates da yoga suna da sauƙi don yin a gida. Koyaya, musamman ga mafari, yana da mahimmanci don gwada ƴan azuzuwan. Hangen gani na kwamfuta, musamman ma kimanta matsayi, ya zo cikin wasa a cikin wannan yanayin.
Ƙimar matsayi aiki ne na hangen nesa na kwamfuta wanda ke da nufin hangowa da kuma lura da wurin mutum ko abu, kuma 3D pose-based apps a yanzu suna samuwa don taimakawa masu horar da lafiyar ɗan adam.
Waɗannan fasahohin suna kimanta kowane aikin mai amfani kuma suna ba su cikakken bayani na ainihin lokacin ta amfani da wadataccen bayanan sa ido na motsi.
Karɓar ra'ayoyin ainihin-lokaci da guje wa raunin motsa jiki fa'idodi biyu ne na aiki tare tare da koci na kama-da-wane.
3. Bin diddigin ƙwallo
Don fitar da bayanai daga wasanni na tushen ƙwallon ƙafa, musamman wasan raket ko wasanni na jemage-da-ball kamar wasan tennis, cricket, badminton, da sauransu, bin motsin ƙwallon yana da mahimmanci.
Samfuran hangen nesa na kwamfuta na iya nuna ainihin wurin tasirin ƙwallon ƙwallon tare da ƙasa, yin rikodin motsin ƙwallon a cikin girma uku, har ma da hasashen yanayin ƙwallon don tantance ko da ta buga wicket.
A wasu sharuddan, tsarin bin diddigin ƙwallon ƙwallon da hangen nesa na kwamfuta ke tafiyar da shi yana taimakawa tare da:
- Gane kwallaye
- Bin sawun yanayin
- Hasashen sakamakon wasan
Irin wannan nau'in wasan ƙwallon ƙafa ya fi ƙalubale a wasanni kamar ƙwallon ƙafa, ƙwallon ƙafa, da ƙwallon ƙafa saboda ana iya ɓoye ƙwallon a bayan 'yan wasa. A madadin, musayar ɗan wasa da ƙwallon na iya faruwa da sauri ba tare da faɗakarwa ba.
4. Inganta Yanke hukunci
An sami misalan misalan zamba da kuma yanke hukuncin da alkalan wasa ba daidai ba a tsawon tarihin wasanni. A cikin shekarun da suka gabata, fasaha ta shiga cikin wasanni, yana taimakawa wajen rage yawan kurakuran da alkalan wasa ke yi.
Tare da gabatar da fasahohi kamar Video Assistant Referee (VAR), Goal-Line Technology (GLT), Hawk-eye, Decision Review System (DRS), da Hawk-eye a wasan tennis da cricket, umpire ko yanke shawarar alkalin wasa yanzu za a iya sake dubawa kuma , idan ba daidai ba, juye.
Jami'an wasanni na gaba za su yi ƙananan kurakurai saboda karuwar amfani da AI da hangen nesa na kwamfuta.
5. Sanya ƙima a aikace-aikacen hannu
Yin amfani da fasahohin zamani zai sa mutane su yi amfani da shirin ku akai-akai.
Sau nawa kuka ci karo da aikace-aikacen da ke amfani da bidiyo don nuna yadda ake yin motsa jiki yadda ya kamata?
Mafi kusantar kwanan nan gaskiya akai-akai. Kuma la'akari da haɓaka samfurin hangen nesa na kwamfuta wanda ke saita matsayi mai dacewa ta atomatik, yana lura da hanyoyin da aka yi, kuma yana ba da shawarwari kan yadda ake haɓaka aikin motsa jiki. kyakkyawar tsayawa ga koci na gaske.
Tare da irin wannan aikace-aikacen, horarwa koyaushe yana samun dama; duk abin da kuke buƙata shine kyamara a hannu. Haɓaka yankin gwanintar ku ta hanyar ƙara takamaiman matsayi da dabaru don ficewa a cikin kasuwar ku ba tare da ƙarin biyan kuɗi ga malaman ɗan adam ba.
Wannan fasaha yana taimakawa sosai don haɓaka ƙwarewar ku, wanda zai iya zama wasu matsayi ko motsi. Ba kwa buƙatar biyan ƙarin ƙwararrun masu horarwa don koyar da shirye-shiryenku.
6. Aikin jarida da abubuwan wasanni
Kuna iya samar da abun ciki mai ban sha'awa ta hanyar haɗa basirar wucin gadi da fasahar hangen nesa na kwamfuta.
Kyamara za ta matsa kai tsaye kusa da lokacin mafi ban sha'awa lokacin da ƙirar ke nazarin abubuwan da suka faru, kamar manufa.
Ka yi tunanin idan kawai kuna buƙatar saita ƴan kyamarori waɗanda za su iya cikin hankali da kuma mai da hankali ta atomatik kan mafi mahimmancin sassa na wasan maimakon biyan kuɗi da yawa na masu ba da rahoto kuma ku jira bayan samarwa don buga abubuwan wasanni.
7. Fan yanayi
Kewayon aikace-aikacen hangen nesa na kwamfuta yana da ban mamaki kawai. An iya auna jin daɗin kallon wani abu a baya ta hanyar gwaje-gwajen da suka haɗa da haɗa wayoyi na musamman don gano abubuwan motsa jiki.
Ba mu ƙara buƙatar kulle kowane mai kallo zuwa dakin gwaje-gwaje godiya ga fasahar hangen nesa na kwamfuta. A yi cikakken nazari kan gamsuwar masu kallon fim.
Yawancin motsin rai daban-daban, kamar farin ciki, gajiya, jin daɗi, rashin jin daɗi, da sauransu, ana iya bambanta su ta hanyar ƙirar hangen nesa na kwamfuta.
kalubale
Hangen kwamfuta na wasanni ya dogara ne akan tsarin kyamara don ɗauka sannan kuma bincika hotunan wasanni. Yawanci, an saita kyamarori da yawa a kusa da wurin aikin, kamar tashoshi yayin taron wasanni ko gefen filin wasan kwaikwayo.
Ko da a cikin wasa ɗaya, kusurwa, wuri, kayan aiki, da sauran saitunan harbi sun bambanta sosai daga wasanni zuwa wasanni.
Hakanan dole ne a daidaita tsarin hangen nesa na kwamfuta zuwa wasu ashana da hanyoyin ɗaukar fim, waɗanda ke haifar da matsala. Ƙarin matsalolin sun haɗa da:
- Yawancin ƙungiyoyin wasanni da sassan nazarin aikin ba su da kayan aikin bidiyo na ci gaba.
- Canje-canje na kwanon rufi, karkatar da zuƙowa akai-akai da kyamarori masu watsa shirye-shirye ke sa ya fi wahala ga tsarin sarrafa bidiyo na hangen nesa na kwamfuta don daidaitawa da canjin bayanan da suke karɓa akai-akai.
- Yana iya zama da wahala ga tsarin sarrafa bidiyo na hangen nesa na kwamfuta don bambance tsakanin abubuwa a bayan fage, ƴan wasa, da abubuwa, ƴan wasan sanye da kaya iri ɗaya, da sauran yanayi.
Zuwa wani ɗan lokaci, hangen nesa na kwamfuta ya warware waɗannan kurakuran. Misali, sarrafa hoto ya baiwa kwamfutoci damar gane tsakanin kasa, yan wasa, da sauran abubuwan gaba.
In ba haka ba, algorithms na tushen launi suna ba da damar gane ƙwallon ƙwallon, saka idanu masu motsi, da gano yankin farar ta launin ciyawa, wanda yake kore.
Kammalawa
A taƙaice, hangen nesa na kwamfuta shine mafi mashahuri filin fasaha, kuma shahararsa yana girma ne kawai. Wannan sabon salo ne na sarrafa bayanai da yadda ake ganinsa; daga karshe mun horar da kwamfutoci don gani.
Ayyukan hangen nesa na kwamfuta da aka fi sani a cikin wasanni sune ɗan wasa da bin diddigin ƙwallon ƙwallon ƙafa, kiyasin matsayi don rigakafin rauni, rarrabuwa don bambance baya daga ƴan wasa, da sauransu.
Kowace rana, muna samar da adadi mai yawa na bayanai waɗanda za mu iya amfani da su don dacewa jirgin horo, wanda zai yi aiki azaman taimako mai bege wajen magance matsalolin kasuwanci.
Leave a Reply