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Visual AI
Visual AI GUIDE
Maitiro ekutarisa Fomu Rako Rokurovedza muviri neAI
AI fomu-yekutarisa maapplication anoshandisa pose estimation: komputa yekuona modhi inowana mapoinzi semapfudzi ako, mahudyu, mabvi nezviziso zvemakumbo muvhidhiyo yega yega furemu uye inoyera makona akabatana kutonga zvinhu zvakaita se squat kudzika, tempo uye symmetry.
Pa peji ino4 min verenga
Pfupiso
Vanopa mhinduro inobatsira, yakaderera pazvikanganiso zviri pachena. Asi imwe kamera inopotsa kudzika, nzvimbo yemuzongoza uye kubhuroka, saka kurwadziwa, rehab kana kusimudza zvinorema zvichiri kudaidza murairidzi ane hunyanzvi kana murapi wepanyama.
Kudzika Kwakadzika
Pose estimation ndiyo yakakosha tekinoroji. A neural network inotarisa yega yega vhidhiyo furemu uye zvinobuda zvinorongeka zvemuviri mamaki, anonzi makiyi. OpenPose, yakaburitswa neCarnegie Mellon vaongorori muna 2017, yakaita chaiyo-nguva yakawanda-yemunhu pose fungidziro inowanikwa zvakanyanya. Google's MediaPipe Pose inoteedzera mamaki makumi matatu nematatu, uye MoveNet inofanotaura gumi nemanomwe makiyi muchimiro chakajairwa cheCOCO. Apple's Vision framework inosanganisirawo kuonekwa kwemuviri. Fomu mapurogiramu anovaka pamhando dzakadai. Vanobatanidza makiyi mumufananidzo wetsvimbo, vanoverenga makona pamabvi, muhudyu nepagokora, voaenzanisa nezvikumbaridzo, sekuti hudyu yakadonha pasi pebvi. Izvi zvinoshanda zvakanaka kune zvinhu zvinoonekwa nekamera zvakajeka: squat kudzika kubva padivi, rep kuverenga, tempo, mutsauko wekuruboshwe-kurudyi, uye zvikanganiso zvakakura sehafu-renji push-ups. Inoshanda zvisina kunaka kune vamwe. Kamera imwe chete inoburitsa mufananidzo wakatsetseka, saka kufamba uchienda kana kure kure nelenzi kwakaoma kuyera. Mabvi anorovera mukati anenge asingaonekwe nedivi, nepo kudzika kwakaoma kutonga kubva kumberi. Shanduko diki munzvimbo yemuzongoza, bracing, kufema, kudzvanywa netsoka uye kubata kazhinji hazvionekwe. Bhara nzira inoda yakaparadzana chinhu chekutevera. Mbatya dzisina kusimba, squat rack kana ndiro dzinovharira maonero, kupenya kwakashata uye kufamba nekukurumidza zvese zvinoita kuti makiyi aite kushomeka. Pfungwa isiriyo huru ndeyekuti app ichiti 'yakanaka fomu' zvinoreva kusimudza kwakachengeteka. Zvikumbaridzo zvakangofanana, uye miviri yevanhu inosiyana. Anosimudza ane mapfupa ehudyu marefu angangoda kurerekera mberi kusquat zvakanaka, uye kufamba kwechidzitiro kunoshandura zvinoshanda. Iyo app haizive nhoroondo yako yekukuvara kana kuremerwa kwehuremu. Kuti uwane mhedzisiro iri nani, isa kamera panzvimbo yakagadzikana pahudyu hurefu, chengeta muviri wako wese mufuremu, uye firimu kubva kudivi nekumberi. Ona murairidzi paunenge uchinzwa kurwadziwa, paunenge uchidzidzira zvinorema mabhero ekusimudza, panguva yerehab, kana paunomira kufambira mberi.
Strategic Impact
Kumhanya uye chiyero
Visual AI inogona kuita otomatiki yekuongorora, yekuona, uye yekumaka mabasa pachiyero.
Vaka sarudzo
Zvikwata zvekugadzira zvinogona prototype pfungwa nekukurumidza nekudzokororwa kwemaoko mashoma.
Team uye workflow
Mashandisirwo anogona kushandisa masaini emifananidzo nemavhidhiyo ayo aimbove akaoma kugadzirisa.
Ramangwana reMatarisiro eFomu Rako Rokurovedza muviri neAI
Mapose modhi anoramba achiwedzera kunyatsoita uye kunyatsoshanda zvakakwana kuti amhanye pamafoni, uye kubatanidza vhidhiyo neimwe data, senge yakadzika masensa kana inopfekwa inofamba sensors, inogona kubatsira neisingaone kamera imwe. Humbowo huri nani hwekuti mhinduro yeapp inoderedza kukuvara here kana kuvandudza maitiro ichiri kudikanwa. Zvine musoro kutarisira maapplication kubata mamwe maekisesaizi uye kutsanangura mhinduro yavo zvakajeka. Hazvina musoro kutarisira kuti vatsive nyanzvi yakadzidziswa inogona kutarisa kufamba kwako kubva kumativi ose, kubvunza nezvemarwadzo uye kugadzirisa chirongwa.
Real-World Implementation
Anosimudza bhaisikopo repamba anokwesha kubva padivi nefoni pahudyu. Iyo app inoshuma kuti mahudyu avo anomira pamusoro pemabvi pamwero pane akawanda reps, saka vanoshanda pakusvika pakadzika nehuremu huremu.
Yekusimudza app inoti ma squats avo anotaridzika zvakanaka, asi kana vatora firimu kubva kumberi mabvi avo anowira mukati. Iro idambudziko iro divi redivi harina kukwanisa kuratidza.
Anotanga anoshandisa app rep counter panguva yekusundira-ups uye anocherechedza kuti inopotsa reps kana hoodie yavo yakasununguka inovanza magokora avo. Vanochinja kuenda kumusoro wakaiswa uye chiedza chiri nani.
Mumwe munhu ari kudzoka kubva mukukuvadzwa musana anoshandisa app kuverenga reps pakati pekushanya kwekurapa kwemuviri. Vanorega murapi, kwete iyo app, isarudze nguva yekuwedzera uremu.
Njodzi & Guardrails
Kodzero dzemifananidzo uye kubvumirwa kunogona kuve njodzi dzepamutemo kana provenance isina kujeka.
Kuita kwemuenzaniso kunogona kusiyanisa kupenya, huwandu hwevanhu, uye nharaunda.
Manyepo enhema anogona kusacherechedzwa kunze kwekunge zvikumbaridzo zvekuvimba zvikatariswa.
Implementation Roadmap
Tsanangura maitiro ekugamuchirwa echokwadi, kurangarira, uye mutengo wekukanganisa.
Edzai nedata rinoenderana nemamiriro chaiwo ekugadzira.
Wedzera ongororo yemunhu kune yakaderera-kusavimbika kana yakakwirira-inokanganisa kufanotaura.
Tevera modhi kudonha uye simbisa mushure mekuchinja kwekamera kana dataset.
Ramba Uchiongorora
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Mibvunzo inowanzo bvunzwa
Chii Chinonzi Chekutarisa Fomu Rako Rokurovedza muviri neAI?
AI fomu-yekutarisa maapplication anoshandisa pose estimation: komputa yekuona modhi inowana mapoinzi semapfudzi ako, mahudyu, mabvi nezviziso zvemakumbo muvhidhiyo yega yega furemu uye inoyera makona akabatana kutonga zvinhu zvakaita se squat kudzika, tempo uye symmetry. Vanopa mhinduro inobatsira, yakaderera pazvikanganiso zviri pachena. Asi imwe kamera inopotsa kudzika, nzvimbo yemuzongoza uye kubhuroka, saka kurwadziwa, rehab kana kusimudza zvinorema zvichiri kudaidza murairidzi ane hunyanzvi kana murapi wepanyama.
Chii chinonzi pose fungidziro modhi inobuda kune yega yega vhidhiyo furemu?
Pose modhi inowana makiyi mapfudzi, mahudyu, mabvi uye zvitsitsinho. Mapurogiramu anobva avabatanidza uye kuyera makona.
Mangani maratidziro anoita Google's MediaPipe Pose track, maererano negwara?
MediaPipe Pose inoteedzera makumi matatu nenhatu mamakisi. MoveNet inofanotaura gumi nemanomwe makiyi muCOCO fomati.
Sei iyo app yekudhirowa kubva padivi ichipotsa mabvi achipinda mukati?
Kamera imwe chete inopa mufananidzo wakapfava, saka kufamba uchienda kana kure kure nelenzi kunonetsa kuona. Kutarisa mberi kunodiwa.
Nderipi dambudziko rinotaurwa negwara rinonyanya kusaonekwa kune imwechete-kamera app?
Zvinhu zvemukati zvakaita sebracing, kufema uye kudzvanywa kwetsoka, pamwe chete nediki musana chinzvimbo shanduko, hazvigone kuwonekwa zvakavimbika mumavhidhiyo keypoints.
Sei mutungamiri achiti 'yakanaka fomu' kubva kuapp isingavimbisi kuchengeteka?
Generic thresholds haigone kuverengera miviri yega, nhoroondo yekukuvara kana kuremerwa kwehuremu.
Ramba uchidzidza
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