Mukati memabasa edu, isu zuva nezuva tinotarisana nedambudziko rekuona zvekutanga zvebudiriro. Tichifunga nezvesimba rekusimudzira indasitiri yeIT, iyo inoramba ichiwedzera kudiwa kubva kubhizinesi nehurumende kune matekinoroji matsva, pese patinotarisa vector yebudiriro uye nekudyara mauto edu nemari mune zvesainzi zvinogona yekambani yedu, tinova nechokwadi chekuti. tsvagiridzo yedu yese nemapurojekiti akakosha uye akasiyana siyana.
Naizvozvo, nekugadzira tekinoroji yedu huru - iyo HIEROGLYPH yekucherechedzwa kwedata, isu tine hanya nezve zvese zviri zviviri kuvandudza kunaka kwegwaro rekucherechedza (mutsetse wedu mukuru webhizinesi) uye mukana wekushandisa tekinoroji kugadzirisa zvine chekuita nekuzivikanwa matambudziko. Muchinyorwa chanhasi tichakuudza sei, zvichibva painjini yedu yekuzivikanwa (zvinyorwa), takaita kucherechedzwa kwezvinhu zvakakura, zvine hungwaru zvakakosha murukova rwevhidhiyo.
Kugadzirwa kwedambudziko
Uchishandisa zvigadziriso zviripo, gadzira tangi yekuziva tangi inoita kuti zvikwanise kurongedza chinhu, pamwe nekuona ekutanga geometric zviratidzi (matanho uye chinhambwe) mumamiriro asina kurongeka pasina kushandisa michina yakasarudzika.
chisarudzo
Isu takasarudza iyo statistical muchina kudzidza nzira seyo huru algorithm yekugadzirisa dambudziko. Asi rimwe rematambudziko akakosha ekudzidza kwemuchina iko kudiwa kwekuve nehuwandu hwakakwana hwe data yekudzidziswa. Zviripachena, mifananidzo yemusikirwo yakawanikwa kubva mumifananidzo chaiyo ine zvinhu zvatinoda haiwanikwe kwatiri. Naizvozvo, zvakasarudzwa kuti zvishandise kugadzira iyo inodiwa data yekudzidziswa, nerombo rakanaka . Uye zvakadaro, zvaiita sezvisiri zvechisikigo kwatiri kuti tinyatso gadzira data rebasa iri, saka dhizaini yakakosha yakagadzirirwa kutevedzera zviitiko chaizvo. Iyo modhi ine zvinhu zvakasiyana-siyana zvinotevedzera kumaruwa: hunhu hwekufukidzira, makwenzi, miti, fenzi, nezvimwe. Mifananidzo yakatorwa uchishandisa diki fomati yedhijitari kamera. Munguva yekutora mufananidzo maitiro, kumashure kwechiitiko kwakachinja zvakanyanya kuita kuti maalgorithms awedzere kusimba kune kumashure shanduko.
Zvinhu zvakanangwa zvaive 4 mhando dzematangi ehondo: T-90 (Russia), M1A2 Abrams (USA), T-14 (Russia), Merkava III (Israel). Zvinhu zvaive munzvimbo dzakasiyana dzeporigoni, nokudaro zvichiwedzera runyoro rwemakona anogamuchirwa echinhu. Zvipingamupinyi zveinjiniya, miti, makwenzi uye zvimwe zvinhu zvepasi zvakaita basa rakakura.
Nekudaro, mumazuva mashoma takaunganidza seti yakakwana yekudzidziswa uye yakatevera ongororo yemhando yegorgorithm (makumi emakumi ezviuru emifananidzo).
Vakasarudza kupatsanura kuzivikanwa kwega kuita zvikamu zviviri: chinhu chenzvimbo uye kupatsanura chinhu. Localization yakaitwa uchishandisa akadzidziswa Viola naJones classifier (mushure mezvose, tangi chinhu chakajairika chakaomarara, hapana chakashata kupfuura chiso, saka iyo "detail-bofu" nzira yeViola naJones inokurumidza kugarisa chinhu chakanangwa). Asi isu takapa kurongeka uye kutsunga kwekona kune convolutional neural network - mune iri basa zvakakosha kwatiri kuti detector inyatso ratidza izvo izvo, toti, kusiyanisa T-90 kubva kuMerkava. Nekuda kweizvozvo, zvaive zvichikwanisika kugadzira kuumbwa kunoshanda kwealgorithms inobudirira kugadzirisa dambudziko renzvimbo uye kupatsanurwa kwezvinhu zvemhando imwechete.
Tevere, isu takatangisa chirongwa chinoguma pane edu ese aripo mapuratifomu (Intel, ARM, Elbrus, Baikal, KOMDIV), yakagadziridza computationally yakaoma algorithms kuti uwedzere kuita (takatonyora nezve izvi kakawanda muzvinyorwa zvedu, semuenzaniso pano. kana ) uye yakawana yakagadzikana kushanda kwechirongwa pane mudziyo munguva chaiyo.
Nekuda kwezvese zviito zvakatsanangurwa, isu takawana yakazara-yakazara software chigadzirwa chine akakosha tactical uye hunyanzvi hunhu.
Smart Tangi Reader
Saka, tinopa kwauri budiriro yedu nyowani - chirongwa chekuziva mifananidzo yematangi murukova rwevhidhiyo Smart Tangi Reader, izvo:
- Anogadzirisa dambudziko re "shamwari kana muvengi" kune yakatarwa seti yezvinhu munguva chaiyo;
- Inosarudza geometric parameters (kure kure nechinhu, kusarudzwa kutaridzika kwechinhu);
- Inoshanda mumamiriro ekunze asingadzoreki, pamwe chete nechikamu chekuvhara kwechinhu nezvinhu zvekunze;
- Kunyatsozvimiririra kushanda pane chakanangwa mudziyo, kusanganisira mukusavapo kwekutaurirana neredhiyo;
- Rondedzero yezvivakwa zvinotsigirwa processor: Elbrus, Baikal, KOMDIV, pamwe ne x86, x86_64, ARM;
- Rondedzero yeanotsigirwa masisitimu anoshanda: Elbrus OS, AstraLinux OS, Atlix OS, pamwe neMS Windows, macOS, akasiyana Linux kugoverwa kunotsigira gcc 4.8, Android, iOS;
- Kubudirira kwemumba zvachose.
Kazhinji, mukupedzisa kuzvinyorwa zvedu zveHabrΓ©, tinopa chinongedzo kumusika, uko chero munhu anoshandisa mbozhanhare yake anogona kudhawunirodha demo vhezheni yechishandiso kuitira kunyatso ongorora mashandiro etekinoroji. Panguva ino, tichifunga nezve izvo zvinokonzeresa application, tinoshuvira kuti vaverengi vedu vese vasambofa muhupenyu hwavo kutarisana nedambudziko rekukurumidza kuona kana tangi iri kune rimwe divi.
Source: www.habr.com