Dubawa
Ƙimar matsayi na ɗan adam yana gano matsayi na haɗin gwiwar jiki, kamar gwiwar hannu, gwiwoyi, da kafadu, don gina kwarangwal na dijital na mutum daga hotuna ko bidiyo. Yana juya danyen pixels zuwa bayanan da aka tsara game da yadda mutane ke motsawa.
Ƙididdigan Matsayin ɗan adam na cikin ayyukan aikin hangen nesa na kwamfuta wanda ke fassara ko samar da kafofin watsa labarai na gani don bincike, ayyuka, da ƙirƙira.
Zurfafa nutsewa
Ƙimar matsayi yana gano saitin maɓalli na jiki (yawanci 17 zuwa 33 haɗin gwiwa) kuma yana haɗa su zuwa kwarangwal. Akwai manyan dabaru guda biyu. Hanyoyi na sama-ƙasa suna fara gano kowane mutum tare da akwatin da aka ɗaure, sannan a kimanta haɗin gwiwa a cikinsa; daidai suke amma a hankali lokacin da mutane da yawa ke halarta. Hanyoyi na ƙasa, kamar OpenPose, gano duk maɓalli a cikin hoton lokaci ɗaya sannan a haɗa su cikin daidaikun mutane, wanda ya fi kyau a cikin taron jama'a. Samfura na iya fitar da haɗin gwiwar 2D ko ɗaga su cikin 3D. Shahararrun kayan aikin sun haɗa da OpenPose, MoveNet Google's MoveNet da MediaPipe, da HRNet, waɗanda ke adana manyan fasalulluka don daidaitaccen haɗin haɗin gwiwa. Fasahar tana ƙarfafa ƙa'idodin motsa jiki, ɗaukar motsi, da kuma nazarin wasanni.
Fahimtar Fasaha
Maimakon mayar da haɗin gwiwar haɗin gwiwa kai tsaye, mafi yawan ingantattun samfura suna hasashen taswirar zafi a kowace haɗin gwiwa, taswirar yuwuwar wanda mafi kyawun pixel ke yin alama da yiwuwar wurin haɗin gwiwa. Tsarin ƙasa yana ƙara Filin Ƙarfafa Sashe, taswirorin vector da ke ɓoye alkiblar gaɓoɓi, don haka za a iya haɗa mahimman abubuwan da aka gano zuwa skeleton daidai ko da tare da mutane masu cunkoso. Maɗaukakin ƙasusuwan baya kamar HRNet suna kula da daki-daki masu kyau a ko'ina cikin hanyar sadarwa, inganta daidaito ga ƙananan haɗin gwiwa ko sarari.
Jagorar Kiyasin Matsayin Dan Adam
Ƙimar matsayi na ɗan adam yana gano matsayi na haɗin gwiwar jiki, kamar gwiwar hannu, gwiwoyi, da kafadu, don gina kwarangwal na dijital na mutum daga hotuna ko bidiyo. Yana juya danyen pixels zuwa bayanan da aka tsara game da yadda mutane ke motsawa. Ƙididdigan Matsayin ɗan adam na cikin ayyukan aikin hangen nesa na kwamfuta wanda ke fassara ko samar da kafofin watsa labarai na gani don bincike, ayyuka, da ƙirƙira. Don gina zurfin fahimta, bi da Ƙimar Matsayin Mutum a matsayin samfurin aiki, ba fasali ɗaya ba: ayyana sakamakon da ake so, bayyana zato, da kuma raba abin da tsarin zai iya yi da dogaro daga abin da har yanzu yana buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi suna amfani da daidaiton ma'auni na Matsayin Mutum tare da haƙiƙanin aiki kamar ingancin bayanai, bambancin haske, da daidaiton lakabi. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Kayayyakin AI na iya sarrafa aiki da bincike, ganowa, da ayyuka masu alama a sikelin. A lokaci guda, Haƙƙin Hoto da yarda na iya zama haɗari na shari'a idan ba a fayyace ba. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Kayayyakin AI na iya sarrafa aiki da bincike, ganowa, da ayyuka masu alama a sikelin.
Kayayyakin AI na iya sarrafa aiki da bincike, ganowa, da ayyuka masu alama a sikelin. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ƙungiyoyin ƙirƙira za su iya samar da ra'ayoyi cikin sauri tare da ƙarancin bita da hannu.
Ƙungiyoyin ƙirƙira za su iya samar da ra'ayoyi cikin sauri tare da ƙarancin bita da hannu. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ayyuka na iya amfani da siginar hoto da bidiyo waɗanda a baya suke da wahalar aiwatarwa.
Ayyuka na iya amfani da siginar hoto da bidiyo waɗanda a baya suke da wahalar aiwatarwa. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Aiwatar da Gaskiyar Duniya
Ayyukan motsa jiki da yoga waɗanda ke bincika sigar mai amfani da ƙirga maimaitawa daga kyamarar waya
Ɗaukar motsi mara alamar alama don haruffa masu rai a cikin fina-finai da wasannin bidiyo
Nazarin wasanni da ke auna kusurwoyin haɗin gwiwar ɗan wasa, tafiya, da fasaha
Magungunan jiki da bincike na tafiya suna bin diddigin farfadowa da ingancin motsin majiyyaci
Hanyoyin Aiwatarwa
Kiyasin Matsayin Dan Adam a aikace
Ayyukan motsa jiki da yoga waɗanda ke bincika sigar mai amfani da ƙirga maimaitawa daga kyamarar waya.
Ayyukan motsa jiki da yoga waɗanda ke bincika sigar mai amfani da ƙidaya maimaitawa daga kyamarar waya Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙima masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Kiyasin Matsayin Dan Adam a aikace
Ɗaukar motsi mara alamar alama don haruffa masu rai a cikin fina-finai da wasannin bidiyo.
Ɗaukar motsi mara alama don haruffa masu raye-raye a cikin fina-finai da wasannin bidiyo Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in ƙira, da bin duk nasarorin samarwa da farashi na kuskure akan lokaci.
Kiyasin Matsayin Dan Adam a aikace
Nazarin wasanni da ke auna kusurwoyin haɗin gwiwar ɗan wasa, tafiya, da fasaha.
Nazarin wasanni da ke auna kusurwoyin haɗin gwiwa na ɗan wasa, tafiya, da dabara Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'i, da bin diddigin nasarorin samarwa da tsadar kurakurai a kan lokaci.
Kiyasin Matsayin Dan Adam a aikace
Magungunan jiki da bincike na tafiya suna bin diddigin farfadowa da ingancin motsin majiyyaci.
Jiyya na jiki da nazarin gait bin diddigin farfadowar majiyyaci da ingancin motsi Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'i, da bin duk nasarorin samarwa da ƙimar kuskure akan lokaci.
Hatsari & Tsare-tsare
Haƙƙoƙin hoto da yarda na iya zama haɗari na shari'a idan ba a fayyace ba.
Ayyukan samfuri na iya bambanta a ko'ina cikin haske, ƙididdiga, da mahalli.
Ƙarya tabbataccen ƙila ba za a iya lura da shi ba sai dai idan an kula da ƙofofin amincewa.
Taswirar Hanya
Ƙayyade ma'auni na karɓa don daidaito, tunowa, da farashi na kuskure.
Ƙayyade ma'auni na karɓa don daidaito, tunowa, da farashi na kuskure. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Gwada tare da bayanan da suka dace da ainihin yanayin samarwa.
Gwada tare da bayanan da suka dace da ainihin yanayin samarwa. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Ƙara bita na ɗan adam don ƙarancin amincewa ko tsinkaya mai tasiri.
Ƙara bita na ɗan adam don ƙarancin amincewa ko tsinkaya mai tasiri. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Bi diddigin ƙirar ƙira kuma sake ingantawa bayan canje-canjen kamara ko saitin bayanai.
Bi diddigin ƙirar ƙira kuma sake ingantawa bayan canje-canjen kamara ko saitin bayanai. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.