Ukuphepha kwemigwaqo yesimanje kubhekene nosongo oluqhubekayo nolukhulayo lokukhathala komshayeli, ukuphazamiseka, nokukhubazeka. I-Mingshang Driver Monitoring System (DMS) ibhekana nalezi zingozi ngokuqondile ngokusebenzisa amakhamera e-infrared (IR) angaphakathi emotweni kanye nobuhlakani bokwenziwa ukuze ihlale ihlola isimo somshayeli somzimba nengqondo ngesikhathi sangempela. Lolu hlelo akulona nje irekhoda elingenzi lutho; lihlaziya ngenkuthalo izinkomba zokuziphatha ezibalulekile njengokuvala amehlo, indlela yokubuka, ukuma kwekhanda, nokunyakaza kwemisipha yobuso ukuze lithole izimpawu zokuqala zokulala noma ukunganaki ngaphambi kokuthi kwenzeke isigameko. Ngokocwaningo lomhlaba wonke lokuphepha emgwaqweni, ukukhathala komshayeli kunomthelela cishe kumaphesenti angu-20 azo zonke izingozi zomgwaqo, futhi ukushayela uphazamisekile kubangela izingozi eziningi ngonyaka. Ngokuqaphela le nkinga ephuthumayo, izinhlangano ezilawulayo ezifana ne-European Union ziyalele ukuthi zonke izimoto ezintsha ezithengiswa kusukela ngo-2024 kufanele zibe nohlobo lwesixwayiso sokulala nokunganaki komshayeli. I-Mingshang izibeke njengomhlinzeki ophambili wezixazululo ze-DMS ezinokusebenza okuphezulu ezihambisana nalezi zindinganiso eziqinile zamazwe ngamazwe ngenkathi iletha ukunemba nokwethembeka okuphezulu. Ngokuhlanganisa ubuchwepheshe obuphambili nama-algorithms e-AI angumnikazi, inkampani isiza abakhiqizi bezimoto, abaqhubi bezimoto zezohwebo, nabahlanganisi bezobuchwepheshe ukunciphisa izingozi zokushayisana futhi basindise izimpilo. Ubuchwepheshe obujulile benkampani embonweni oshumekiwe nasekubaleni emaphethelweni buyivumela ukuthi ilethe izinhlelo ezisebenza kahle ngaphansi kwezimo ezihlukahlukene zokukhanya, amazinga okushisa aphezulu, nezimo zangempela zokushayela. Esikhathini lapho ukuphepha kwemoto kubaluleke kakhulu, i-Mingshang DMS igqama njengesixazululo esiphelele, esilungele ikusasa sokunciphisa ubungozi ngokuqhubekayo.

Uhlelo lokusebenza lwe-Mingshang DMS lwakhiwe phezu kwenqubo enezinyathelo ezine eklanywe ngokucophelela eguqula idatha eluhlaza ebonakalayo ibe yizinyathelo zokuphepha ezingenwa ngokushesha. Isinyathelo sokuqala sincike kumakhamera e-IR anesisindo esiphezulu anezinzwa zomhlaba jikelele ezithwebula izithombe zobuso eziphansi, ezingenaziphazamiso, kungakhathaliseki ukuthi umshayeli ugqoke izibuko, izibuko zelanga, noma usemnyameni ngokuphelele. Lawa makhamera abekwe ngobuchule kukholomu yesiteringi, kudeshibhodi, noma endaweni yesibuko sokubuka ngemuva ukuze agcine umbono ongavinjelwe wobuso bomshayeli ngaso sonke isikhathi. Esinyathelweni sesibili, injini yobuhlakani bokwenziwa emaphakathi yohlelo icubungula i-video stream ngesikhathi sangempela, ihlaziya ukunyakaza kobuso okuncane, imvamisa yokucwayiza, iphesenti lokuvala amehlo (PERCLOS), ukunyakaza kwenzwana, kanye nama-engeli okuma kwekhanda. Amamodeli okufunda ajulile aqeqeshwe ezigidini zezimo zokushayela ezinemibhalo angahlukanisa phakathi kokubuka okumfushane esibukweni eseceleni nokubuka okude okuyingozi kude nomgwaqo. Isinyathelo sesithathu sihlanganisa i-algorithm yokuhlukanisa eyinkimbinkimbi enikeza amaphuzu engcuphe ngokusekelwe emininingwaneni ehlanganisiwe: umshayeli obonisa ukucwayiza kancane, amehlo ewile, nokunqwala ikhanda phambili umakwa njengolala, kuyilapho obheke phansi efonini noma ephendukela ekukhulumeni nabagibeli emakwa njengophazamisekile. Lapho uhlelo seluqinisekisa isimo esibucayi, isinyathelo sesine sivula indlela yokuxwayisa enezendlalelo eziningi eqala ngezixwayiso ezibonakalayo nezizwakalayo ngaphakathi kwekhabethe futhi ingakhuphuka ibe ukudlidliza kwesihlalo noma impendulo yesiteringi uma umshayeli engaphenduli. Ekusetshenzisweni okuhlanganiswe ngokugcwele, i-DMS ingaxhumana ngqo ne-electronic control unit yemoto ukuze iqale izinyathelo zokuvikela njengokunciphisa amandla enjini, ukusebenzisa usizo lokugcina emgwaqweni, noma ukudonsa imoto eceleni ngokuphepha. Okuhlukanisa i-Mingshang kunezimbangi zayo i-architecture yayo yobuhlakani bokwenziwa enobunikazi ethola ukunemba kokuthola okungaphezu kwama-99% kuyilapho igcina izinga eliphansi kakhulu lamaphutha angamanga, iqinisekisa ukuthi abashayeli bayayithemba le sistimu kunokuba bayishaye indiva. Lokhu kuhlanganiswa kokunemba, isivinini, nokuhlanganiswa okungenazihibe kwenza i-Mingshang DMS ibe yisisekelo sezinhlelo zokuphepha zezimoto zanamuhla.

Ukulethwa kokuqapha okuthembekile komshayeli ezindaweni ezinzima zezimoto kudinga indlela yezobuchwepheshe enezici eziningi, futhi i-Mingshang itshale kakhulu ekuthuthukiseni ingxenye ngayinye ngezinga eliphezulu kakhulu. Isisekelo salolu hlelo ngamakhamera e-IR anesisindo esiphezulu asebenzisa ubuchwepheshe be-global shutter, okususa ukuphazamiseka kokunyakaza futhi athwebule yonke ifreyimu ngokucaca okuphelele ngisho nalapho imoto ihamba ngejubane eliphezulu noma emihumeni emibi. Lawa makhamera ahlanganiswa nezikhanyisi ze-IR ezenziwe ngokwezifiso ezinikeza ukukhanya okufanayo ebusweni bomshayeli ebumnyameni obuphelele, okuqinisekisa ukuqapha okungaphazamiseki imini nobusuku. Ngakolunye uhlangothi lokucubungula, i-Mingshang ithuthukise amamodeli okufunda ajulile ahlanganiselwe ukucubungula okusemthethweni ngesikhathi sangempela, okusho ukuthi konke ukuhlaziya kwenzeka endaweni yomshini ngaphandle kokuncika ekuxhumekeni kwe-cloud, ngaleyo ndlela kususe ukubambezeleka futhi kuvikele ubumfihlo bomshayeli. Ukwakheka kwe-neural network kusebenzisa izingqimba ze-convolution ezilula kodwa ezinamandla ezingasebenza kahle ku-system-on-chip (SoC) yenkampani, eyakhelwe ukuletha ukucubungula okusheshayo ngenkathi isebenzisa amandla amancane futhi ikhiqiza ukushisa okuphansi. Le SoC ihlanganisa iyunithi yokucubungula ye-neural ezinikele, umshini wokucubungula isithombe, kanye nezingxenye ezibalulekile zokuphepha ku-die eyodwa, okunciphisa izindleko kanye nendawo ebonakalayo ukuze kuhlanganiswe kalula kunoma iyiphi inkundla yemoto. Ukwengeza, uhlelo luhlanganisa izinzwa eziphambili ze-biometric ezingalinganisa izinga lokushaya kwenhliziyo nomshini wokuphefumula womshayeli ngokuhlaziya izinguquko ezincane zombala ekugelezeni kwegazi ebusweni, okunikeza olunye uhlaka lokuqapha ukukhathala nempilo okudlula izimpawu zokuziphatha ezilula. Ama-algorithms aqeqeshwa kusethi yedatha yomhlaba wonke ehlukahlukene ehlanganisa abashayeli bezinhlanga ezahlukene, iminyaka, ubulili, nezimo zokukhanya ukuze kuqinisekiswe ukusebenza okungenamkhethe nokungaguquki ezimakethe zonke. I-Mingshang iphinde isebenzise amandla okuthuthukisa nge-over-the-air ukuze amamodeli e-AI athuthukiswe futhi athuthukiswe ngokuhamba kwesikhathi njengoba kuhlangatshezwana namaphethini amasha okushayela nezimo ezingavamile. Lokhu kuzibophezela ekuhambeni phambili kwezobuchwepheshe kuqinisekisa ukuthi i-Mingshang DMS ihlala iphambili ekusunguleni izinto ezintsha zokuphepha komshayeli, inikeze ukuvikelwa okuthembekile kuyo yonke impilo yemoto.

Ukusebenza okuhlukahlukene kwe-Mingshang DMS kwenza kube yigugu emikhakheni ehlukahlukene yezokuthutha, ngamunye enezidingo ezihlukile zokuphepha nokusebenza. Ekuphathweni kwezimoto zezohwebo, uhlelo lusetshenziswa emalolini amade namabhasi aphakathi kwamadolobha lapho ukukhathala komshayeli kuyimbangela enkulu yezingozi, lunikeza ukuqapha okuqhubekayo okuxwayisa umshayeli kanye nomphathi wezimoto okude lapho kutholakala ukuziphatha okuyingozi. Abaqhubi bezimoto bangafinyelela kumadeshibhodi edatha ehlanganisiwe abonisa izitayela zokukhathala, amaphuzu omshayeli, kanye nomlando wokungenelela, okubavumela ukuthi basebenzise izinhlelo zokuqeqesha eziqondisiwe futhi bathuthukise amashejuli emisebenzi ukuze kube nokuphepha okukhulu. Embonini esafufusa yezimoto ezizishayelayo, i-Mingshang DMS idlala indima ebalulekile ekuqinisekiseni ukudluliswa okuphephile phakathi kwezindlela zokushayela ezizishayelayo nezenziwa ngumuntu, iqinisekisa ukuthi umshayeli uphapheme, unaka, futhi ukulungele ukulawula lapho uhlelo luhlangabezana nesimo olungakwazi ukusingatha. Izinkampani zomshwalense ziya ngokuya ziphendukela kuzixazululo ze-telematics ezihlanganisa idatha yokuqapha umshayeli ukuze zenze izinqubomgomo zomshwalense ezisekelwe ekusetshenzisweni ezivuza ukushayela okuphephile ngemali ephansi yomshwalense, kuyilapho futhi zinciphisa imvamisa yezikhalazo nobukhulu bazo ngokuvimbela ubungozi ngaphambi kwesikhathi. Izinsizakalo zokuhamba ngemoto ezabiwe nezamatekisi zihlomula ekwethembeni okwengeziwe kwabagibeli okuza nokwazi ukuthi umshayeli ungaphansi kokuqapha okuqhubekayo, okungahlaseli, okungase futhi kusebenze njengomehluko wokuncintisana ezimakethe zasemadolobheni ezigcwele abantu. Ngisho nasezimeni zomuntu siqu, i-DMS inikeza imindeni isivikelo esengeziwe ngokuxwayisa abashayeli abasebasha noma asebekhulile ngezimo eziyingozi ngaphambi kokuba kwenzeke ingozi. Uhlelo futhi luvumela ukuqoqwa kwedatha ebalulekile yocwaningo nokuthuthukiswa kwezimoto, kunikeza onjiniyela ukuqonda ngokuziphatha kwangempela komshayeli okwazisa ukwakhiwa kwamakhabhithi angcono, izixhumanisi zomuntu nomshini, kanye nezinhlelo ezithuthukile zokusiza umshayeli. Ngokuvumelanisa ubuchwepheshe obufanayo obuyisisekelo nalezi zindawo ezihlukahlukene, i-Mingshang ikhombisa ukuqonda okujulile kwezinselele ezithile zokuphepha ezibhekene nabasebenzisi abahlukene futhi iletha izixazululo ezenziwe ngokwezidingo ezibhekana nesidingo ngasinye ngempumelelo.

Ukuqalisa i-Mingshang DMS kuletha izinzuzo ezingenakulinganiswa ezisindisa izimpilo, ezingaphezu nje kokuthobela imithetho, kuthinta kahle abashayeli, abaqhubi bezimoto, abakhipha umshwalense, kanye nomphakathi uwonke. Ucwaningo lwangempela lubonise ukuthi izimoto ezihlonyiswe ngezinhlelo zokuqapha abashayeli ezingochwepheshe zithola ukwehla okukhulu kwamazinga ezingozi, kanti ezinye izimoto zibika ukwehla okungafika ku-40% ezingozini ezihlobene nokukhathala ngonyaka wokuqala zisetshenziswa. Kwabakhi bezimoto kanye nabakhi bezimoto zezohwebo, uhlelo lunikeza indlela ecacile yokuhlangabezana nemithetho yamanje neyezayo yokuphepha, okuhlanganisa ne-European Union's General Safety Regulation kanye ne-United Nations Economic Commission for Europe regulation R158, ethi ngqo idinga izinhlelo zokuxwayisa ngokukhathala nokuqapha komshayeli. Ngokombono wezempilo zomshayeli, uhlelo lukhuthaza imikhuba emihle ngokukhuthaza abashayeli ukuthi bathathe ikhefu elivamile, bahlale benamanzi amaningi emzimbeni, futhi bagcine ukuma okufanele, kunciphisa ubunzima bomzimba obuhambisana namahora amade esondweni. Izinzuzo zezimali nazo ziyakhanga: amazinga ezingozi aphansi ahumusha ngqo ekwehleni kwezindleko zokulungisa, amapremiya omshwalense aphansi, ukwehla kwesikhathi semoto ingasebenzi, kanye nezicelo ezimbalwa zesinxephezelo sabasebenzi kubaqhubi bezimoto. Abakhipha umshwalense bangasebenzisa idatha ecebile yokuziphatha ekhiqizwa yi-DMS ukuze bakhe amamodeli ezingozi anembile futhi banikeze imikhiqizo yomshwalense esuselwe ekusetshenzisweni okuncintisanayo evuza abashayeli abaphephile ngokonga okubonakalayo. Ngaphezu kwalokho, ukuba khona kwe-DMS esebenzayo kudala isiko lokuphepha ngaphakathi kwenhlangano, kubonisa kubasebenzi ukuthi inhlalakahle yabo iyinto ephambili futhi kubakhuthaza ukuthi bamukele imikhuba yokushayela ephephile ngisho noma bengaqashwa. Ezingeni lomphakathi, ukusetshenziswa okubanzi kwalobu buchwepheshe kunamandla okuvimbela izinkulungwane zokufa nokulimala okubi unyaka ngamunye, kunciphisa umthwalo omkhulu wabantu nowezomnotho obangelwa ukushayela uphazamisekile nokukhathala. I-Mingshang DMS ayiyona nje ingxenye; iyisibambiso esihlelekile ekuphepheni esikhiqiza izinzuzo ngendlela yokusindisa izimpilo, ukunciphisa izindleko, kanye nokuthuthukisa isithunzi somkhiqizo.

Emkhakheni okhula ngokushesha wobuchwepheshe bokuqapha abashayeli, i-Mingshang iyehlukanisa ngokuhlanganisa ukusebenza okuphezulu kwe-AI, ukwakhiwa okuqinile kwe-hardware, amandla okuhlanganisa aguqukayo, kanye nokusekelwa okuphelele kwamakhasimende okungafaniswa yizimbangi ezimbalwa. Amamodeli enkampani okufunda ajulile ahlolwe ngokuqinile ezindaweni ezihlukahlukene zokushayela futhi ahlala ethola ukunemba kokuthola okungaphezu kwamaphesenti angu-99 ezinkomba ezibalulekile ezifana nokozela, ukuphazamiseka, nokukhubazeka, kuyilapho egcina izinga lamaphutha angamanga lingaphansi kwephesenti elilodwa. Leli zinga eliphezulu lokunemba lisho ukuthi abashayeli bathola izaziso ezingadingekile ezimbalwa futhi kungenzeka ukuthi basabele ngendlela efanele lapho kukhishwa isexwayiso sangempela, bakha ukwethemba ohlelweni ngokuhamba kwesikhathi. Ngakolunye uhlangothi lwe-hardware, yonke iyunithi ye-DMS ye-Mingshang yakhelwe ukumelana nezimo ezinzima ezingaphakathi kwekhabethe lemoto, okuhlanganisa amazinga okushisa asukela ku-minus 40 kuya ku-85 degrees Celsius, ukudlidliza okuqhubekayo, nokuchayeka emilangeni yelanga eqondile, iqinisekisa ukusebenza okuthembekile impilo yonke yemoto. Idizayini yemojula yohlelo kanye nezimiso zokuxhumana ezijwayelekile, okuhlanganisa i-CAN bus, i-Ethernet, ne-LVDS, zivumela ukuhlanganiswa okuqondile nezakhiwo ezikhona ze-OEM ngaphandle kokudinga ukuklanywa kabusha okukhulu noma amayunithi okulawula engeziwe. I-Mingshang iphinde inikeze izinketho eziningi zokwenza ngokwezifiso ezinika amandla abakhi bezimoto nabaqhubi bezimoto ukuthi balungise imingcele yezexwayiso, amazinga okuzwela, amafomethi okubika, nezindawo zokusebenza ukuze zihambisane nezidingo zabo ezithile zokusebenza nezintandokazi zomkhiqizo. Ngaphandle kobuchwepheshe ngokwabo, i-Mingshang inikeza izinsiza zokusekela eziphelele ezihlanganisa ubunjiniyela bezicelo, ukuqinisekiswa kohlelo, usizo lokuqinisekiswa kwemithetho, kanye nezibuyekezo eziqhubekayo zesofthiwe ukuze kuqinisekiswe ukuthi i-DMS iyaqhubeka nokusebenza kahle njengoba kuvela izinselele ezintsha. Ulwazi olujulile lwenkampani emkhakheni wekhamera yemoto nezinzwa, ongahlola kabanzi ku-umkhiqizo ikhasi, linikeza inzuzo eyingqayizivele ekuletheni izixazululo eziphelele, eziphelele ezibhekana nazo zonke izici zokubheka abashayeli. Ukuze uhlale unolwazi ngezitayela zakamuva zemboni nezithuthukisi zobuchwepheshe ekuphepheni kwemoto, qiniseka ukuthi uhlole i-Izindaba isigaba njalo. Noma yiziphi imibuzo yezobuchwepheshe noma izicelo zokuhlanganiswa, i-Ukusekela ithimba e-Mingshang likulungele ukunikeza isiqondiso sochwepheshe nokuqinisekisa ukusebenza okushelelayo kusukela kumodeli yokuqala kuya ekukhiqizweni.

Njengoba imithetho yokuphepha emgwaqweni iqina emhlabeni wonke futhi umkhakha wezokuthutha uthuthukela emazingeni aphezulu okusebenza ngokuzenzakalelayo, i-Mingshang Driver Monitoring System ivele njengesivikelo esibalulekile ekulweni nezinkinga eziqhubekayo zokukhathala komshayeli, ukuphazamiseka, nokungasebenzi kahle. Ngokuhlanganisa ubuchwepheshe be-IR camera obusezingeni eliphezulu, ama-algorithms obuhlakani bokwenziwa angumnikazi, kanye nokuqonda okujulile kwezinselele zangempela zokushayela, i-Mingshang iletha isixazululo esingagcini nje ngokuhlangabezana nokweqa amazinga omhlaba wonke, kodwa futhi sinikeza izinzuzo eziphathekayo nezilinganisekayo ekwehliseni izingozi, ukonga izindleko, kanye nempilo enhle yomshayeli. Ukuzinikela okungagudluzwa kwenkampani ekusunguleni izinto ezintsha kubonakala kuzo zonke izici ze-DMS, kusukela ku-SoC yayo enkulu yamandla aphansi kanye namamodeli okufunda ajulile anokunemba okuphezulu kuya kumklamo wayo oqinile osebenza ngokuthembekile ngaphansi kwezimo ezinzima kakhulu. Kubakhiqizi bezimoto, abaqhubi bezimoto, abahlinzeki bomshuwalense, kanye nabalingani bezobuchwepheshe abafuna ukuphakamisa imikhiqizo yabo yokuphepha, ukusebenzisana ne-Mingshang kusho ukuthola ubuchwepheshe obusezingeni lomhlaba, izinketho zokuhlanganisa eziguquguqukayo, kanye nomlando oqinisekisiwe wempumelelo ezinkundleni ezahlukene zezimoto kanye nezimo zokusebenza. I-DMS ingaphezu nje komkhiqizo; iyisimiso esiphelele sokuphepha esifunda njalo, esivumelana nezimo, futhi sivikele abashayeli nabagibeli kuyo yonke uhambo. I-Mingshang imema izinhlangano emhlabeni wonke ukuthi zijoyine umsebenzi wayo wokwenza ukushayela kuphephe ngobuchwepheshe obuhlakaniphile, obunamandla obuhlakani bokwenziwa obuvimbela izingozi zenzeke ngaphambi kokuba zenzeke futhi ekugcineni kusindise izimpilo. Ukuze uthole ulwazi olwengeziwe nge-Mingshang's uhla oluphelele lwezixazululo zokuphepha ezimotweni, vakashela i-ikhaya ikhasi futhi uhlole ukuthi inkampani ibumba kanjani ikusasa lezokuthutha ezihlakaniphile.

Uhlelo Lokuhlola Umshayeli (DMS) lwe-Mingshang luyisixazululo esithuthukile sokuphepha emotweni esebenzisa amakhamera e-infrared nobuhlakani bokwenziwa ukuze kulandelelwe isimo somshayeli somzimba nengqondo ngesikhathi sangempela. Lisebenza ngokuthwebula izici zobuso, ukunyakaza kwamehlo, nokuma kwekhanda ngamakhamera e-IR, bese lihlaziya le datha ngama-algorithms okufunda okujulile ukuze lithole izimpawu zokulala, ukuphazamiseka, noma ukukhubazeka. Lapho kutholakala isimo esiyingozi, uhlelo lukhipha izexwayiso ezibonakalayo, ezizwakalayo, noma ezithintwayo ukuze kuhlanganiswe umshayeli futhi lungaxhumana nezilawuli zemoto ukuze kuthathwe izinyathelo zokuvikela ezizenzakalelayo.

I-Mingshang DMS ithola ukunemba okungaphezu kwamaphesenti angu-99 ekutholeni izinkomba zokulala, ukuphazamiseka, kanye nokukhubazeka, kuyilapho igcina izinga lamaphutha angamanga lingaphansi kwephesenti elilodwa. Lokhu kusebenza okuhle kakhulu kungenzeka ngenxa yamamodeli okufunda ajulile enkampani aqeqeshwe kusethi yedatha ehlukahlukene yomhlaba wonke futhi enziwe kahle ukuze asetshenziswe ngesikhathi sangempela emaphethelweni. Ukunemba okuphezulu kuqinisekisa ukuthi abashayeli bayayithemba uhlelo futhi basabela ngendlela efanele ezixwayisweni eziyiqiniso ngaphandle kokucasulwa yizixwayiso ezingamanga.

Yebo, i-Mingshang DMS yakhelwe ukusebenza ngokuthembekile kuzo zonke izimo zokukhanya, kuhlanganise nobumnyama obuphelele, ngenxa yamakhamera ayo e-IR anesisombululo esiphezulu anezinzwa zomhlaba jikelele kanye nezikhanyisi ze-IR ezihlanganisiwe. Uhlelo lungakwazi futhi ukuqapha abashayeli abagqoke izibuko zokwelapha noma izinhlobo eziningi zezibuko zelanga, njengoba amaza e-infrared engena kuma-coatings ajwayelekile ezibuko futhi ama-algorithms aqeqeshelwe ukuphatha izithiyo ezinjengamafreyimu nokukhanya.

I-Mingshang DMS yakhelwe ukuhlangabezana futhi yeqe imithetho ebalulekile yezokuphepha yamazwe ngamazwe, kuhlanganise ne-General Safety Regulation (GSR) ye-European Union eyalela izinhlelo zokuxwayisa zokulala nokunaka komshayeli kusukela ngo-2024, kanye ne-UN ECE R158 echaza izidingo zokusebenza zokuqapha umshayeli. Lolu hlelo futhi lwakhelwe ukuhambisana namazinga ahlukahlukene kazwelonke e-Asia, eNyakatho Melika, naseMpumalanga Ephakathi, lapho i-Mingshang inikeza usizo lokuqinisekisa ukuthi kutholakala izitifiketi ukuze kuqinisekiswe ukungena emakethe okushelelayo kubambiswano be-OEM.

Kubasebenzisi bezithuthi zezohwebo, i-Mingshang DMS inikeza izinzuzo eziningi ezihlanganisa ukunciphisa kakhulu izingozi ezihlobene nokukhathala nokuphazamiseka, amapremiya omshuwalense aphansi ngokusebenzisa ukukala ubungozi okusekelwe ekusetshenzisweni, ukunciphisa isikhathi sokungasebenzi kwezimoto nezindleko zokulungisa, kanye nokufinyelela emininingweni enemininingwane yokusebenza komshayeli ukuze kutholwe ukuqeqeshwa okuhloswe ngakho. Abaphathi bezithuthi bangabheka isimo somshayeli ngesikhathi sangempela ngamadeshibhodi amaphakathi, bathole izaziso ngezehlakalo ezibalulekile, futhi bakhiqize imibiko esekela ukuthotshelwa kwezokuphepha kanye nokuthuthukiswa kokusebenza kahle.

I-Mingshang DMS yakhelwe ngokuqinile ngemfihlo njengomgomo oyinhloko. Ukuhlaziywa kwevidiyo kwenziwa endaweni kwi-device usebenzisa i-edge computing, okusho ukuthi akukho mavidiyo angashintshiwe adluliselwa efini noma agcinwa unomphela ngaphandle kokuba kuhlelwe ngokucacile ukuze kuhlolwe ukuphepha kwezimoto ezithile. Uhlelo lukhupha kuphela izilinganiso zokuziphatha ezihlonziwe ezifana nezinga lokukhanya, isikhumba sekhanda, nezilinganiso zokuvuka, futhi abashayeli bayaziswa ngokuqapha ngeziqinisekiso ezicacile ezimotweni nasemigomeni yenkampani.

Yebo, i-Mingshang inikeza izixazululo zokufakwa kabusha ezingafakwa ezimotweni ezikhona, okuhlanganisa amaloli ezohwebo, amabhasi, nezimoto zabagibeli ebezingenazo ekuqaleni ukugadwa komshayeli. Amakhithi e-DMS angemuva kwemakethe afaka amamojula amakhamera amancane, iyunithi yokucubungula ene-SoC eyenziwe ngokwezifiso, kanye nezintambo zikagesi ezenzelwe ukufakwa okuqondile. I-Mingshang inikeza ukwesekwa kobunjiniyela bezicelo ukuze kuqinisekiswe ukubekwa okufanele, ukulinganisa, nokuhlanganiswa nanoma yiziphi izinhlelo ezikhona ze-telematics noma zokuphatha izimoto.

Ngokungafani namakhamera ajwayelekile aqopha ividiyo noma anikeze izexwayiso ezilula zokuphuma emgwaqweni, i-Mingshang DMS isebenzisa ama-algorithms akhethekile e-AI aqeqeshwe ngokukhethekile ukuhlaziya ukuziphatha komshayeli ezingeni elijulile, okuhlanganisa imvamisa yokucwayiza, iphesenti lokuvala kwamanye amehlo, indlela yokubheka, izindlela zokunyakaza kwekhanda, ngisho nokulinganisa ukushaya kwenhliziyo. Isebenza ngokuqaphile kunokuba iphendule, ihlukanisa izimo zomshayeli futhi ikhulise izexwayiso ngokuya ngobungozi, futhi ingaxhumana ngqo nezilawuli zemoto ukuze kube nokungenelela okuphephile okuzenzakalelayo okungenakunikezwa yikhamera elizimele.

Okokuhlangenwe nakho kwe-OEM, i-Mingshang isebenza ngokubambisana nabakhiqizi bezimoto ngesikhathi sokuthuthukiswa kwemoto ukuze kuqinisekiswe ukuhlanganiswa okungenazinkinga kwe-hardware ne-software, ngokuvamile kuthatha izinyanga eziyi-12 kuye kweziyi-18 kusukela ekucacisweni kokuqala kuze kube ukulungela ukukhiqiza kuye ngobunkimbinkimbi beplathifomu. Ekufakweni kabusha ezimotweni ezikhona, umfaki oqeqeshiwe angakwazi ukuqedela inqubo ngehora elilodwa kuya kwamabili, okuhlanganisa ukufakwa kwekhamera, ukufakwa kwezintambo, nokuhlelwa kwesistimu, kanye nokulinganisa okwenziwa ngokuzenzakalelayo isofthiwe ye-DMS.

Mingshang inikeza ukwesekwa okuphelele okuhlanganisa usizo lobunjiniyela bezicelo, izinsiza zokuqinisekisa uhlelo, isiqondiso sokuqinisekisa ukuthobela imithetho, kanye nezibuyekezo eziqhubekayo zesofthiwe yomoya ukuze kuthuthukiswe amamodeli e-AI. Inkampani inikeza iwaranti evamile yeminyaka emibili kuya kwemithathu kuye ngohlobo lomkhiqizo, kanye nezinketho zokunweba umshwalense ezitholakalayo ekusetshenzisweni kwezimoto eziningi. Ukwesekwa kwezobuchwepheshe kutholakala ngezindlela eziningi, futhi ithimba elizinikele likaMingshang lingathintwa ngeUkusekela ikhasi ukuze uthole usizo olusheshayo nganoma yimiphi imibuzo yokuhlanganisa noma yokusebenza.