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.
Dubawa
It turns raw pixels into structured data about how people move.
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.
Dabarun Tasiri
Gudu da sikelin
Kayayyakin AI na iya sarrafa aiki da bincike, ganowa, da ayyuka masu alama a sikelin.
Gina zaɓuɓɓuka
Ƙungiyoyin ƙirƙira za su iya samar da ra'ayoyi cikin sauri tare da ƙarancin bita da hannu.
Ƙungiya da aikin aiki
Ayyuka na iya amfani da siginar hoto da bidiyo waɗanda a baya suke da wahalar aiwatarwa.
Makomar Kiyasta Matsayin Dan Adam
Ƙimar matsayi yana motsawa zuwa ainihin lokacin 3D akan na'urorin mabukaci, ingantaccen bin diddigin mutane da yawa, da cikakkun ƙirar jiki-da-hannu-da-fuskar fuska don ɗimbin kama magana. Ɗaukar motsi mara alamar alama yana maye gurbin tsadar sitiriyo mai tsada a cikin fina-finai da kuma injiniyoyi. Yi tsammanin haɗuwa mai ƙarfi tare da ƙwarewar aiki don fahimtar ba kawai matsayi ba amma ayyuka, haɓaka amfani a cikin kiwon lafiya don tafiya da bincike na gyarawa, da samfuran kan na'urar da ke kare sirri ta hanyar taɓa aika bidiyo zuwa gajimare.
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
Hatsari & Tsare-tsare
Haƙƙoƙin hoto da yarda na iya zama haxarin doka 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.
Gwada tare da bayanan da suka dace da ainihin yanayin samarwa.
Ƙara bita na ɗan adam don ƙarancin amincewa ko tsinkaya mai tasiri.
Bi diddigin ƙirar ƙira kuma sake ingantawa bayan canje-canjen kamara ko saitin bayanai.
Ci gaba da Bincike
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Jagora na gaba
Ƙimar Zurfin Juna
Tambayoyin da ake yawan yi
What is Human Pose Estimation?
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.
Menene kimanta matsayin ɗan adam ke ganowa da farko?
Ƙimar matsayi yana gano wuraren maɓalli na jiki kamar gwiwar hannu, gwiwoyi, da kafadu, sannan ya haɗa su cikin kwarangwal.
Ta yaya hanyoyin tantance matsayi na sama zuwa ƙasa ke aiki?
Hanyoyi na sama suna fara gano kowane mutum tare da akwatin da aka ɗaure sannan kuma a kimanta mahaɗin da ke cikinsa, wanda yake daidai amma yana raguwa tare da mutane da yawa.
Menene mafi ingantattun samfuran tsayawa tsayin daka suna tsinkaya ga kowane haɗin gwiwa maimakon ɗanyen daidaitawa?
Samfura yawanci suna fitar da taswirar zafi na haɗin gwiwa wanda mafi kyawun pixel yana nuna yiwuwar haɗin gwiwa, wanda ke horarwa da ƙarfi fiye da koma baya kai tsaye.
Menene Filin Ƙarfafawa, wanda OpenPose ke amfani da shi, ke taimakawa da?
Sashe na Affinity Filayen suna ƙulla alkiblar gaɓoɓi azaman taswirorin vector, barin hanyoyin ƙasa sama su haɗa maɓalli daidai daidai koda lokacin da mutane suka zo.
Me yasa hanyoyin kasa sama kamar ma'aunin OpenPose suka fi kyau a wuraren da ake cunkoso?
Hanyoyi na ƙasa suna gano kowane maɓalli a cikin hoton a cikin fasfo ɗaya sannan a haɗa su, don haka farashi baya girma tare da kowane ƙarin mutum.