Qiyaasta Mawqifka Aadanaha
Qiyaasta mawqifka bini'aadmigu waxay ogaataa boosaska kala-goysyada jirka, sida suxulada, jilbaha, iyo garbaha, si loo dhiso qalfoofka dhijitaalka ah ee qofka ee sawirada ama muuqaalka.
Dulmar
It turns raw pixels into structured data about how people move.
quusid qoto dheer
Qiyaasta Pose waxay helaysaa tiro dhibcood oo jidhka ah (sida caadiga ah 17 ilaa 33 kalagoysyo) waxayna ku xidhaa qalfoofka. Laba xeeladood oo waaweyn ayaa jira. Hababka kor-hoos ayaa marka hore lagu ogaadaa qof kasta oo leh sanduuq xidhidh, ka dibna qiyaas xubnaha ku jira; waa sax laakiin gaabis ah marka dad badani joogaan. Hababka hoose, sida OpenPose, waxay ogaadaan dhammaan qodobbada muhiimka ah ee sawirka hal mar ka dibna u kooxeeya shakhsiyaad, taas oo si fiican ugu miisaan badan dadka. Moodooyinka waxay soo saari karaan isku-duwayaasha 2D ama waxay kor u qaadi karaan 3D. Aaladaha caanka ah waxaa ka mid ah OpenPose, Google's MoveNet iyo MediaPipe, iyo HRNet, kaas oo ilaaliya sifada qaraarka sare ee meelaynta saxda ah ee wadajirka ah. Tignoolajiyadu waxay awood u siisaa abka jimicsiga, qabashada dhaqdhaqaaqa, iyo falanqaynta ciyaaraha.
Aragtida Farsamada
Halkii ay si toos ah dib ugu celin lahaayeen isku-duwayaasha wadajirka ah, moodooyinka saxda ah intooda badani waxay saadaaliyaan khariidadda kulaylka wadajirka, khariidad ixtimaalka ah oo pixel-ka ugu iftiimaya ay calaamad u tahay goobta wadajirka ah. Nidaamyada kor-u-kaca waxay ku daraan Qaybta Affinity Fields, khariidado vector ah oo qeexaya jihada addimada, sidaas darteed qodobbada muhiimka ah ee la ogaaday waxaa lagu xiri karaa qalfoofka saxda ah xitaa dadka is dul saaran. Lafo-dhabarka xallinta sare sida HRNet waxay ilaalinayaan tafaasiisha wanaagsan ee shabakada oo dhan, iyagoo hagaajinaya saxnaanta kala-goysyada yaryar ama kuwa dhow.
Saamaynta Istiraatijiyadeed
Xawaaraha iyo miisaanka
Visual AI wuxuu si otomaatig ah u samayn karaa baadhista, ogaanshaha, iyo sumadaynta hawlaha miisaanka.
Xulashada dhismayaasha
Kooxaha hal-abuurka leh waxay hindise karaan fikradaha si dhakhso leh iyagoo leh dib-u-eegis buugeed yar.
Kooxda iyo socodka shaqada
Hawlgalladu waxay isticmaali karaan calaamadaha muuqaalka iyo muuqaalka kuwaas oo markii hore adkeyd in la farsameeyo.
Mustaqbalka Qiyaasta Mawqifka Aadanaha
Qiyaasta mawqifku waxa ay u socotaa 3D-da--waqtiga-dhabta ah ee aaladaha macaamiisha, dabagalka dad badan oo adag, iyo moodooyinka jidhka-iyo-gacan-ka-dheer oo buuxa oo loogu talagalay qabashada odhaah qani ah. Qabashada dhaqdhaqaaq aan calaamad lahayn ayaa bedelaysa suudadka qaaliga ah ee filimada iyo biomechanics. Filo fiyuus adag oo leh aqoonsi ficil si aad u fahamto ma aha kaliya booska laakiin dhaqdhaqaaqa, isticmaalka sii kordhaya ee daryeelka caafimaadka socodka iyo falanqaynta baxnaaninta, iyo moodooyinka aaladaha ee ilaaliya sirta iyagoo aan waligeed muuqaal u soo dirin daruuraha.
Dhaqangelinta Adduunka-dhabta ah
Barnaamijyada jimicsiga iyo yoga ee hubiya foomka isticmaalaha oo tirinaya ku celcelinta kamarada taleefanka
Qabashada dhaqdhaqaaq aan calaamad lahayn oo loogu talagalay jilayaasha firfircoon ee filimada iyo ciyaaraha fiidiyowga
Falanqaynta ciyaaraha ee lagu cabbirayo xaglaha wadajirka ah ee ciyaartoyga, socodka, iyo farsamada
Daaweynta jireed iyo falanqaynta socodka daba gal ee soo kabashada bukaanka iyo tayada dhaqdhaqaaqa
Khatarta & Dariiqyada Ilaalada
Xuquuqda sawirka iyo ogolaanshaha waxay noqon kartaa khataro sharci ah haddii caddayntu aanay caddayn.
Waxqabadka moodeelku wuu ku kala duwanaan karaa iftiinka, tirakoobka, iyo deegaanka.
Wanaagga beenta ah waxa laga yaabaa inaan la dareemin ilaa xadka kalsoonida aan la kormeerin.
Qorshe Hawleedka Dhaqangelinta
Qeex shuruudaha aqbalida ee saxnaanta, dib u celinta, iyo kharashyada khaladka.
Ku tijaabi xogta ku habboon xaaladaha wax soo saarka dhabta ah.
Ku dar dib u eegis bini'aadamka si aad u hesho kalsoonida hoose ama saameeynta sare.
Lasoco moodeel dhaqaaqa oo dib u cusboonaysii kamarada ama xogta kaydinta ka dib.
Sii wad Sahaminta
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Hagaha xiga
Qiyaasta Qoto dheer ee Monocular
Su'aalaha soo noqnoqda
What is Human Pose Estimation?
Qiyaasta mawqifka bini'aadmigu waxay ogaataa boosaska kala-goysyada jirka, sida suxulada, jilbaha, iyo garbaha, si loo dhiso qalfoofka dhijitaalka ah ee qofka ee sawirada ama muuqaalka. Waxay u rogta pixels cayriin xogta habaysan ee ku saabsan sida dadku u guuraan.
Maxay tahay qiyaasta mawqifka bini'aadamka ee ugu horrayn lagu ogaado?
Qiyaasta Pose waxay helaysaa qodobbada muhiimka ah ee jidhka sida suxullada, jilbaha, iyo garbaha, ka dibna waxay ku xidhaa qalfoofka.
Sidee u shaqeeyaan hababka qiimaynta ee kor-ka-sare?
Hababka kor-ka-soo-baxa ayaa marka hore lagu ogaadaa qof kasta oo leh santuuqa wax-ku-xiran ka dibna qiyaaso kala-goysyada ku dhex jira, taas oo sax ah laakiin dad badan hoos u dhigta.
Maxay u saadaaliyaan moodooyinka godadka saxda ah ee wadajirka ah halkii ay ka ahaan lahaayeen isku-duwayaasha cayriin?
Qaababka ayaa caadi ahaan soo saara khariidad kuleyl wadajir ah kaas oo pixel-ka ifaya uu muujinayo booska wadajirka ah ee ugu macquulsan, kaas oo u tababara si ka adag dib u noqoshada tooska ah.
Maxay ku caawiyaan Qaybaha Affinity Fields, ay isticmaasho OpenPose?
Qaybaha Affinity Fields waxay dejiyaan jihada addimada sida khariidado vector ah, taas oo u oggolaanaysa hababka hoose ee kor ku xusan inay si sax ah isugu xidhaan qodobbada muhiimka ah xitaa marka dadku is dul saaran yihiin.
Waa maxay sababta hababka kor-u-qaadista sida miisaanka OpenPose ay uga fiican yihiin goobaha dadku ku badan yahay?
Hababka hoose waxay ogaadaan qodob kasta oo sawirka ku jira hal baas ka dibna kooxaysi, markaa kharashku kuma koraan qof kasta oo dheeraad ah.