Kuisa AI mumasisitimu emakamera aripo hakungobatsiri chete pakuongorora uye kunyatsoita basa rayo asiwo kunogonesa kuongorora zviitiko zvine hungwaru uye kugona kunyevera pakutanga. Nekusarudza mamodheru akakodzera ekudzidza zvakadzama, kugadzirisa tekinoroji yekufungidzira vhidhiyo munguva chaiyo, kushandisa hybrid edge computing uye cloud architecture, uye kushandisa containerized uye scalable deployment, tekinoroji yeAI inogona kubatanidzwa zvinobudirira mumasisitimu emakamera aripo.
Kusuma AI Technologies
Kusarudzwa kweModhi yeKudzidza Kwakadzika uye Kugadzirisa
Mamodheru ekudzidza zvakadzama ndiwo "pfungwa" dzemasystem ekutarisa mavhidhiyo, ane basa rekutora nekuongorora ruzivo kubva kumafuremu evhidhiyo. Kusarudza modheru yakakodzera yekudzidza zvakadzama kwakakosha pakuvandudza mashandiro esystem. Mamodheru ekudzidza zvakadzama anowanzo sanganisira:
YOLO series: Yakakodzera zviitiko zvine zvinodiwa zvakanyanya panguva chaiyo, zvakaita sekutarisa traffic.
R-CNN Inokurumidza: Yakakodzera mamiriro ezvinhu ane zvinodiwa zvakanyatsonaka, zvakaita sekuona zvikanganiso zveindasitiri.
Visual Transformer (ViT): Inobudirira pakugadzirisa zviitiko zvakaoma uye data renguva refu.
Kuti uvandudze kushanda zvakanaka kwekudzidziswa kwemamodeli uye mashandiro awo, nzira dzinotevera dzekugadzirisa dzinogona kushandiswa:
Kudzidza kwekutamisa: Kushandisa mamodheru akadzidziswa kare kuderedza nguva yekudzidziswa uye zvinodiwa nedata.
Kugovaniswa kwedata: Kunovandudza mashandiro emakombiyuta.
Tekinoroji yekuongorora vhidhiyo munguva chaiyo: Kuongorora vhidhiyo munguva chaiyo ibasa guru muzvirongwa zvekutarisa, uye kushanda kwayo kunoenderana nehunyanzvi hwehardware uye nzira dzekugadzirisa. Nzira dzakajairika dzehunyanzvi dzinosanganisira: TensorRT: Inokurumidza kuongorora modhi. Asynchronous inference architecture: Inogadzira mavhidhiyo akawanda pasina kuvharira mabasa. Panyaya yekutsigira hardware, maGPU neFPGA anobudirira mune zviitiko zvine mwero, nepo maNPU ari mumidziyo yemucheto achienzanisa mashandiro uye kushanda nesimba.
Magadzirirwo akabatana anosanganisa edge computing ne cloud anogonesa mamodheru ekushandisa akangwara. Edge computing inopa mukana wekushanda panguva chaiyo, zvichibvisa kudiwa kwekutumira network. Cloud-based analytics inogona kuchengetedza data rekare uye kuita ongororo yakakura yemapatani. Semuenzaniso, sisitimu yekuchengetedza inoita ongororo yenguva dzose yevashandi pamidziyo ye edge, ukuwo ichiburitsa ongororo yakaoma yemapatani ehutsotsi kuma cloud servers.
Kuisa mumidziyo uye Kushandiswa Kwakakura
Tekinoroji yekuisa macomputer mumidziyo (yakadai seDocker neKubernetes) inoita kuti masisitimu aiswe nekukurumidza uye kuti zvigadziriswe zviri nyore uye zviwedzere. Kuburikidza nekuisa macomputer mumidziyo, vagadziri vanogona kubatanidza maAI models nezvimwe zvinoenderana nazvo, zvichiita kuti mashandiro agare akasimba munzvimbo dzakasiyana siyana.
Nyaya dzeKushandiswa kweKuunza Uchenjeri Hwekugadzira
Kuongororwa kweVhidhiyo yeAI muMaguta Akangwara
Mumaguta akangwara, tekinoroji yeAI inoshandiswa zvakanyanya muzvirongwa zvekutarisa mafambiro emotokari nemavhidhiyo kuti ivandudze mashandiro emaguta uye kuchengetedzeka. Semuenzaniso, makamera akaiswa pamatanda akangwara anoshandisa tekinoroji ye biometric uye pattern recognition kuti aone otomatiki mota nevanofamba netsoka vachityora mitemo yemugwagwa uye kuvazivisa. Iyi application haingobatsiri chete mashandiro ekugadzirisa mafambiro emotokari asiwo inoderedza kudiwa kwekupindira kwevanhu.
Kutarisira Kwemotokari Kwakangwara
Munyaya yekufambisa zvine hungwaru, tekinoroji yeAI iri kushandiswa kugadzirisa kudzora kwezviratidzo zvemotokari, kufanotaura kufamba kwemotokari, uye kuona tsaona dzemotokari otomatiki. Semuenzaniso, Metropolis City yakabatanidza tekinoroji yekutonga kwezviratidzo zvinochinjika pamharadzano dzemigwagwa. Iyi tekinoroji, pamwe chete neAI algorithms, inoshandisa inductive loop sensors uye masisitimu ekuona mavhidhiyo kutora data renguva chaiyo uye kugadzirisa nguva yezviratidzo zvemotokari uchishandisa machine learning models. Iyi tekinoroji yakaderedza zvakanyanya kunonoka kwemotokari uye yakavandudza mhando yebasa remotokari.
Kuisa AI mumasisitimu emakamera aripo hakungobatsiri chete pakuongorora uye kunyatsoita basa rayo asiwo kunogonesa kuongorora zviitiko zvine hungwaru uye kugona kunyevera pakutanga. Nekusarudza mamodheru akakodzera ekudzidza zvakadzama, kugadzirisa tekinoroji yekufungidzira vhidhiyo munguva chaiyo, kushandisa hybrid edge computing uye cloud architecture, uye kushandisa containerized uye scalable deployment, tekinoroji yeAI inogona kubatanidzwa zvinobudirira mumasisitimu emakamera aripo.
Nguva yekutumira: Chikunguru-31-2025