Kuvaka mushanduri wezwi panguva chaiyo kunoda kombiyuta yakasimba uye dhizaini isina matambudziko. Chidzidzo ichi chinotsanangura hunyanzvi hwemushanduri weAI ane mutauro wemitauro yakawanda. Uchaongorora mapurani ehardware, neural machine translation hardware, uye zvinodiwa nemugadziri weAI translation device. Chinangwa ndechekugona kutaurirana nemidziyo yekutaurirana yakasiyana-siyana isina matambudziko, uye nekukurumidza.
1. Project Overview
1.1 Ruzivo rweMutengi
Kutanga, unofanira kunzwisisa chikonzero chaicho chemutengi. Imwe kambani huru yemagetsi yevatengi yaida kugadzira mudziyo wekushandura AI kuti ubate kuwedzera kwekufamba mushure medenda. Misika yakatarwa yaisanganisira vafambi vekunze kwenyika vachifamba nenzira dzekufambisa dzekunze, vashandisi vemabhizinesi vari kutaurirana zvibvumirano zvakaoma, uye nyanzvi dzekutengeserana paindaneti.
Uyewo Verenga: Chidzidzo Chekuongorora Kuongorora Mota
Pakutanga, vashandisi ava vakaedza maapplication emafoni. Hazvina kunaka kudaro. Mafoni anorira, zviziviso zvinokanganisa hurukuro, uye kupa foni isina kuvhurwa kune munhu wausingazive muguta rekunze kune njodzi. Chinangwa chacho chakanga chakanyatsotsanangurwa. Brand iyi yaida kukwikwidzana zvakasimba nemakambani emidziyo yekushandura agara aripo nekuvaka hardware yakatsaurirwa, yakazvimirira. Vakatsvaga nyanzvi yekugadzira michina yekushandura yeAI kuti ivatungamirire kubva pabhodhi jena risina chinhu kuenda kuchigadzirwa chakapedzwa mumasherufu ekutengesa.
1.2 Zvinangwa zveProjekiti
Chii chaizvo chataifanira kuvaka? Chekutanga, hongu, mudziyo uyu waida kugona kwekushandura izwi panguva chaiyo. Unofanira kutsigira mitauro inopfuura zana painenge yakabatana online. Uyezve, kushandura pasina internet mumitauro mikuru kwaive chinhu chisingadikanwi kune vafambi vasina data remafoni. Uchada kudzimwa kweruzha rweAI kuti mudziyo uyu ushandiswe muzviteshi zvezvitima zvakazara.
Panyaya yekubatana, takanangana ne4G LTE, 5G potential, uye WiFi 6. Vashandisi vanoda bhatiri refu, zvichireva kuti vanofanira kushandisa maawa gumi nguva dzese. Chekupedzisira, ita shuwa kuti waisa zvese izvi zvinorema mudhizaini diki, yakakura seyemuindasitiri.
2. Matambudziko eindasitiri mukuvandudzwa kwevashanduri veAI
2.1 Kururama Kwekuziva Kutaura
Pakutanga, kubata mutauro wevanhu kunonzwika zviri nyore. Hazvisi. Kubata matauriro akasiyana-siyana kunoputsa maalgorithms ekutanga. Unoziva here? Mutauro weChirungu wega une akawanda matauriro makuru emunharaunda anovhiringidza mamodheru akajairwa. Kusefa kwenzvimbo ine ruzha kunopa dambudziko rakakura.
Kana ukamira pedyo nenzvimbo ine vanhu vakawanda, mhepo nemota zvinozadza maikorofoni. Kugadzirisa maikorofoni yeFar-field chinhu chakakosha. Haugone kungoisa maikorofoni zvisina tsarukano. Unofanira kuverenga nzvimbo chaiyo kuti unzwe inzwi kubva kure nemita imwe chete usingatarise ruzha rwekumashure.
2.2 Kunonoka Kwekushandura
Sisitimu inofanira kuita nekukurumidza zvakadii? Kuderedza kunonoka pakati pekupinda kwekutaura uye kubuda kwakashandurirwa kunoda kugutsikana kwemushandisi. Kana mukaha ukanyanya kureba, vanhu vanotaurirana pamusoro pevamwe. Kuenzanisa edge AI ne cloud processing kunosarudza kunonoka uku. Kugadzirisa edge kunokurumidza asi kunopedza simba rakawanda.
Kugadziriswa kwegore kunosvika pamadhatabhesi emitauro akawanda asi kune dambudziko rekunonoka kwenetwork. Uyu unogona kuva mubvunzo unobatsira: unogadzirisa girama munharaunda yako here wobva watora mazwi kubva mugore? Kuti uwane kuti kuenzanisa kwekuvaka kunoda hunyanzvi hwakasimba.
2.3 Zvipingamupinyi zveModhi yeAI isina Kushanda
Kusvika panguva iyoyo, vagadziri vemapurogiramu vaida ma "cloud servers" makuru. Nekushandisa mushanduri we "offline", unosangana nemiganho yakaoma yemunharaunda. Une nzvimbo shoma yekuchengetedza mukati. Hardware yekushandura ma "deep neural machine" inowanzoda gigabytes ye RAM inokurumidza.
Unofanira kuwana kumanikidzwa kwakanyanya kwemuenzaniso usingakanganisi kururama kwekushandura. Kushandisa NPU zvakanaka inyaya yemasvomhu. Neural Processing Unit inomhanya matrix math nekukurumidza, asi kana memory pipeline iri diki zvakanyanya, processor inoshaya data rakawanda.
2.4 Kushandisa Simba
Pakutanga kwekuyedza, dhiri rebhatiri rakashamisa timu. Kuteerera kunoenderera mberi kunomanikidza processor kuti igare ichiongorora kuti ione kana paine izwi kana kuti chii chiri kuitika. Kushandiswa kwekutumira manzwi pasina waya kunodhonza magetsi makuru kubva mubhatiri. Maredhiyo efoni anotumira data ku cloud server anodhonza simba nekukurumidza kupfuura skrini.
Miganhu yekupisa muchikamu chidiki inokonzeresa dambudziko. Kupisa kunowedzera nekukurumidza. Kazhinji unofanirwa kudzivirira kuisa machipisi anogadzira kupisa zvakananga pasi pechidzitiro chemushandisi. Kana machipisi akanyanya kupisa, anomhanya zvakanyanya, izvo zvinokanganisa nguva yekushandura.
3. Kugadzira Magadzirirwo Emasystem
3.1 Puratifomu Yekugadzirisa Yepakati
Wobva waisa silicon foundation. Takasarudza ARM Cortex-A series SoC yakasarudzika zvikuru. Takashandisa core arrangement hombe. Macore madiki anobata standby mode kuchengetedza bhatiri, nepo macore makuru achimuka ipapo ipapo kuti agadziriswe nenzwi. Takabatanidza NPU yakatsaurirwa.
Kubatsira kweEdge AI nekukurumidza zvinoreva kuti chip inobata mashandiro etensor. Unogona kushandisa Embedded Linux kana Android OS foundation. Takashandisa Android Open Source Project base yakapatsanurwa kuti tigone kushandisa madhiraivha e touch screen nemaredhiyo zviri nyore.
3.2 Kugadzirwa kweMasikirwo Emunzwi
Chechipiri, hardware yeacoustic inoda kugadziriswa kwe obsessive. Takashandisa quad MEMS microphone array. Maikorofoni mana anobvumira software iyi kugadzira mepu ine mativi matatu yeruzha rwakapoteredza. Algorithm yakasarudzika ye beamforming inotarisa "koni" yedhijitari zvakananga pamuromo wespeaker.
DSP yeAI yekuderedza ruzha inochenesa ruzha rweaudio isati yambobata processor huru. Module yespika yepamusoro-soro iri pasi pechasi. Unoda kuti manzwi evanhu anzwike seechisikigo uye akadzika, uchidzivisa manzwi esimbi kana erobhoti.
3.3 Kubatana Kwakagadzirwa
Chechitatu, mapaipi edata anofanira kunge akafara uye achikurumidza. Takabatanidza module yeWiFi 5 ne6 yekubatanidza nekukurumidza mahotera nendege. Bluetooth 5.0 inobvumira vashandisi kubatanidza mahedhifoni asina waya kuti vashandure ruzivo rwavo panguva yemisangano yebhizinesi.
Imwe module ye4G LTE ne eSIM inoita kuti mudziyo weOEM wekushandura mutauro wakangwara ubatanidzwe kune nharembozha dzepasi rose pasina kuda SIM card swap chaiyo. Kushanda kweGPS hakusi kwekusarudza asi kunokumbirwa zvakanyanya kune maficha ekufamba, zvichibvumira mudziyo kuchinja matauriro zvichienderana nenzvimbo yemushandisi iye zvino.
3.4 Kuchengetedza & Kuchengetedzwa
Wobva wagadzira nzvimbo yekuchengetedza data. Takatara machipisi ekuchengetera eMMC ane 16 kusvika 64GB kuti achengetedze mapaketi emitauro asina kubatanidzwa zvakachengeteka. Kuvakwa kwakasimba kweboot kunovimbisa kuti software yakaipa haigone kukuvadza hardware panguva yekutanga.
Kutaurirana kwakavanzika kwegore kunodzivirira mazwi anotaurwa paanoenda kumaseva emitauro. Vashandisi vemakambani vanokurukura nezveruzivo rwemari rwakakosha. Saka, nzira yakasimba yekudzivirira ruzivo rwevashandisi ndeyekusungirwa kuti pave nezvibvumirano zvebhizinesi.
4. Kubatanidzwa kweAI neInjini dzeShanduro
4.1 Injini yeKutaura-Kuita-Rugwaro (ASR)
Tevere, mafungu enzwi anofanira kunge ari edhijitari. Takaisa injini yekudzidza zvakadzama yeAutomatic Speech Recognition. Kudzidziswa kwekugadzirisa matauriro kwakafambisa zviuru zvemaawa zveruzivo rwakasiyana-siyana rwekutaura kuburikidza nemuenzaniso uyu.
Pipeline yeASR inobuditsa mashoko panguva chaiyo inosundira mavara kune bhii nebhii rinoratidza munhu wacho paanenge achitaura. Zvinongoreva kuti mushandisi anoona mhinduro pakarepo asati atanga kushandura odhiyo.
4.2 Kushandurwa kweNeural Machine (NMT)
Mushure meizvozvo, zvinyorwa zvinoshandurwa kuita mutauro wekunze. Takashandisa dhizaini yemazuva ano yeTransformer-based model. Kugadzirisa fungidziro pamudziyo kunoda kushandura masvomhu kuitira kuti ishande zvakanaka pa mobile chip pane pa desktop graphics card.
Takagadzira sisitimu yekushandura yehybrid edge pamwe ne cloud. Kana chiratidzo che4G chikadonha, software yacho inodzokera nyore nyore kuduramazwi remunharaunda risingashandisi internet. Semazuva ese, ruzivo rwemushandisi runoramba rwakadzimwa.
4.3 Kushandura Rugwaro kuenda kuRutauro (TTS)
Munguva pfupi, muchina unofanira kutaura mazwi akashandurwa zvinonzwika. Kugadzira manzwi echisikigo inyanzvi yakaoma. Mapoka ezwi emitauro yakawanda anoda mamodheru ekurira kwerurimi nemiromo. Mushandisi anofanira kudzora mudziyo.
Unofanira kukwanisa kuchinja kumhanya kwekutaura uye matauriro anochinjika. Munhu mukuru angada ruzha runonoka, nepo mukuru webhizinesi anomhanya achida kuti ruzha rutambirwe nekukurumidza.
4.4 Kugadzirisa Mhando dzeAI
Ungapinza sei uropi hukuru hwemutauro mumudziyo wepocket device? Unoshandisa quantization. Takashandura 32-bit floating-point math kuita INT8 kana FP16 formats. Model pruning inobvisa neural pathways dzisingawanzoitiki. Takamhanyisa example latency benchmarking. Ungada kudonhedza kachidimbu kegiramu pane kumanikidza mushandisi kumirira masekondi matatu kuti muchina ugadzire mhinduro.
5. Uinjiniya hwePCB neHardware
5.1 Dhizaini yePCB ine Maturikidzana Akawanda
Uye zvakare, bhodhi redunhu rakadhindwa rinotumira data rese iri rinorema. Takagadzira PCB ine simba rakakura rine ma layer matanhatu kusvika masere. Kugadziriswa kweRF layout kunoita kuti masaini eWiFi neefoni asasangana uye asaburitse masaini.
Kudzivirira kweEMI kwemasekiti eaudio hakugone kutaurirana. Kana simba remafrequency eredhiyo rikapinda muzvidimbu zveaudio, sipika inoburitsa ruzha rwakashata. Kudzora kwakasimba kweimpedance yemamodules asina waya kunovimbisa kuvimbika kwakanyanya kwesignali.
5.2 Dhizaini yeKutarisira Simba
Gare gare, unogadzirisa dambudziko remagetsi. Takatsvaga bhatiri reLi-ion re2000 kusvika 3000mAh. Power Management IC yakatsaurirwa inoita hurongwa hwemagetsi hwakangwara. Inodzima ma power rails kuNPU millisecond chaiyo panopera shanduro.
Kuchaja nekukurumidza kweUSB-C inzira yemazuva ano yatinoshandisa zviri nyore. Nzira yakadzika yekumira ine simba shoma inobvumira muchina wekushandura unotakurika kuti ugare mubhegi remusana kwevhiki imwe chete woramba uchibatidza ipapo ipapo.
5.3 RF & Dhizaini yeAntena
Uyewo, kuisa maantenna mukati memudziyo mudiki inyaya yerima. Takaisa antenna yemukati ine mabhendi akawanda pamucheto wepurasitiki wechasi. Kufunga nezvekutevedzera SAR idambudziko guru repamutemo.
Mafungu eredhiyo haafanire kupinda munyama yemunhu kupfuura mitemo yakatemwa. Kuyedzwa kwesimba remasaini uye kugadziriswa kwakaitwa mukati mekamuri isina manzwi kuti vaone kuti mafungu eredhiyo anobuda sei kunze.
6. Kugadzira Michina & Maindasitiri
6.1 Uinjiniya hweCompact Enclosure
Zvino, zvese izvi zvataurwa, chinhu chaicho chinofanira kunge chiri muruoko. Takarayira chinangwa chakareruka chiri pasi pemagiramu 150. Furemu yealuminium alloy kana PC yakaoma pamwe neABS shell zvinoita kuti chimiro chive chakasimba. Chifukidziro chegirazi chakasimba chisingakwenyi chakagadzirwa negirazi chakasimba chinoita kuti skrini irambe iripo ichitsvedza muhomwe izere nemari nemakiyi esimbi.
6.2 Dhizaini yeUI Inotarisa Vanhu
Uyezve, nzira yekushandura interface inofanira kunge iri nyore kunzwisisa. Chidzitiro cheIPS che 3 kusvika 4 inch chinoshanda senzira huru yekuona. Zvisinei, kutarisa skrini kunokanganisa kutarisana kwemaziso panguva yekukurukurirana. Saka, takawedzera mabhatani echidimbu anobatika zvakanyanya padivi rechidzitiro. Nzira yekushandura pakarepo inobvumira mushandisi kudzvanya bhatani, kutaura, uye kuriburitsa kuti atange kushandura nekukurumidza asina kumbotarisa pachiratidziro.
6.3 Thermal Management
Saka, kugadzirwa kwese uku kunounza kupisa kwakanyanya. Dhizaini yekuparadza kupisa isina kusimba ndiyo yega sarudzo, sezvo mafeni ane mota aizokanganisa marekodhi enzwi. Takaisa chiparadziri chekupisa chemukati chegraphite kumashure kwepurosesa huru. Izvi zvinodhonza mutoro wekupisa kubva panzvimbo imwe chete inopisa uye zvinouparadzira muchikamu chose chekumashure. Kusimbiswa kwesimulation yekupisa musoftware kwakaita kuti tembiricha yepamusoro isapfuure miganhu yakasununguka yeganda remunhu.
7. Software Kubudirira
7.1 Dhizaini yeSisitimu yeUI/UX
Tevere, masisitimu ekushanda anoputira hardware. Chishandiso chakachena chine mitauro yakawanda chinobvumira vashandisi vepasi rose kufamba mumagadzirirwo zviri nyore. Takagadzira maprofiles chaiwo, akadai sekufamba uye maitiro ebhizinesi. Maitiro ekufamba anotungamira mazwi emumugwagwa uye kutaurirana nekukurumidza.
Maitiro ebhizinesi anoshandura neural machine translation hardware kuti itarisise pagirama yepamutemo uye mazwi emuindasitiri. Kuchengetedza nhoroondo yehurukuro kunobvumira vashandisi kudzokera shure nekuverenga zvinyorwa zvekutaurirana kwakamboitwa.
7.2 Kubatanidzwa Kwegore
Uye, mudziyo wacho unofanirwa kuchinja nekufamba kwenguva. Dhatabhesi yemitauro yakavakirwa pamakore inosundidzira kuvandudzwa kwemashoko ezuva nezuva kumidziyo yakawanda. Over-The-Air firmware inogadzirisa zvikanganiso zvesoftware chinyararire mushandisi ari kurara. Kuvandudzwa kweAI model kunogara kuchigadzirisa software yekuziva ma accent, zvichiita kuti sisitimu yekushandura yemitauro yakawanda ive yakangwara kana uine nguva yakareba.
7.3 Kuchengetedzwa Kwekuchengetedzwa Kwedata
Uyezve, mitemo inotonga marongerwo esoftware akaomarara. Kutevedzera GDPR kunosungirwa kune chero unit inotengeswa mumusika weEU. Kutumirwa kwezwi kwakavanzika kubva pakutanga kusvika pakupedzisira kunovhara mapaketi eaudio zvakasimba. Kunyangwe kana hacker ikabata chiratidzo cheWiFi, havagone kubvisa odhiyo. Sarudzo yekuchengetedza cloud yakachengeteka inopa vashandisi sarudzo yekutsigira hurukuro dzavo dzebhizinesi kune sevha yakachengeteka.
8. Testing & Validation
8.1 Kuedza Kunzwa Kwenzwi
Kangani kaunosundidzira hardware kusvika painokanganisika? Takagadzira michina yekuyedza chaiyo. Kuongororwa kwekunzwa kwemakrofoni kunovimbisa kuti maikorofoni ese mana anonzwa ruzha padanho rimwe chete.
Kuongororwa kwekudzima kwenzwi reEcho kunomanikidza mudziyo kuteerera mimhanzi ine ruzha panguva yekutaura; AI inofanira kusefa mimhanzi yacho yese. Kuenzanisa kudziviswa kweruzha kunoita kuti mudziyo utariswe nemafaira enzwi anodzorwa ezvitima zvepasi pevhu nemainjini ejeti.
8.2 Performance Testing
Mushure mechinguva, unofanira kuyera miganhu chaiyo yekumhanya. Maturusi ekuyera kunonoka kwekushandura anoratidza kuti musiyano uripo pakati pemagumo ekutaura nekuonekwa kwemashoko mudiki. Kuedza kutsungirira kwebhatiri kunoita kuti bhatiri riite manyorerwo otomatiki anomanikidza mudziyo kuteerera nekutaura nguva dzose kusvika bhatiri rafa. Kuenzanisa kururama kweAI kunoshandisa raibhurari yemitsara yakaoma, ine zvikamu zvakawanda kuyedza kana muchina wacho uchinzwisisa mamiriro akadzama kana kuti kungochinjana mazwi ega ega usingazive.
8.3 Kuedzwa Kwezvakatipoteredza
Izvi zvichaitika munyika chaiyo: mushanyi anodonhedza mudziyo wacho. Kuyedzwa kwakanyanya kwekudonha kubva pamamita 1.0 kusvika 1.2 pakongiri yakasimba kunoyera kusimba kwepurasitiki negirazi. Kusimbiswa kwekupisa kunoisa mudziyo mukati meovheni nefiriji kuona kuti bhatiri rinoshanda zvakachengeteka mumamiriro ekunze akaipisisa. Kuyedzwa kwekuzunguzika kunotevedzera kuzununguka kwakasimba kwekutakura zvinhu pasi rose.
9. Certification & Compliance
Chechipiri, mushanduri wemutauro akangwara weOEM anofanira kupasa mapepa akawanda. Haugone kutengesa zvemagetsi zviri pamutemo usingapasise mabhodhi emutemo. Chiratidzo cheCE chinobvisa mudziyo uyu kuti utengeswe muEurope yese. Chitambi cheFCC chinoubvumidza kumusika weAmerica. Magwaro eRoHS anoratidza kuti fekitori yakashandisa solder nemapurasitiki zvakachengeteka zvakatipoteredza.
Kuongororwa kweSAR kwakasimba kunoratidza kuti maredhiyo anoramba akachengeteka pedyo nemuviri wemunhu. Chitupa cheBluetooth SIG chinotipa mvumo yepamutemo yekushandisa Bluetooth protocol. Chekupedzisira, kuongororwa kwePTCRB chinhu chakakosha kana modem yenharembozha ikabatana neNorth America telecom networks.
10. Kugadzira & Kugadzira Kwakawanda
10.1 DFM Optimization
Chechitatu, kugadzira prototype imwe yakakwana kuri nyore; kugadzira miriyoni imwe chete kwakaoma zvikuru. Kugadzira kwekugadzirisa kwekugadzira kunochinja marongerwo ePCB kuitira kuti mitsetse yekubatanidza marobhoti ikwanise kuivaka nekukurumidza. Kutarisira hupenyu hwechikamu kunoita kuti dhipatimendi rekutenga ridzivise kutenga ma microchips ayo mugadziri anoronga kurega gore rinouya.
Imwe nzira yekubatanidza zvinhu inoratidza vatengesi vekuchengetedza ve resistor ne capacitor yega yega. Kugadzirwa kwe jig yekuyedza kunobvumira vashandi vemufekitori kuisa mamaboard mudoko rekuyedza uye kuona mashandiro ese mumasekonzi mashanu.
10.2 SMT & Kuungana
Chimwe chikamu chinotanga pafekitori. Kugadzirwa kweSMT kwakawanda kunoshandisa maoko makuru erobhoti kupfura zvikamu zvidiki-diki papaste yekusolder. Maitiro ekugadzirisa odhiyo otomatiki anoitika pamutsetse wekubatanidza, apo mutauri werobhoti anoridza toni uye maikorofoni yemudziyo inoinyora kuti iratidze mashandiro ayo.
Kupenya kwekupedzisira kwesystem kunonyora mufananidzo wesoftware yazvino zvakananga pachipu yekuchengetera nguva pfupi mudziyo usati wapinda mubhokisi rekutengesa.
10.3 Yemhando Kudzora
Ziva kuti unoda kugara uchida mwero wakakwana wekubudirira. Mutemo wekuyedza kushanda kwe100 muzana unoreva kuti munhu kana robhoti rinobatana neyuniti yega yega. Kusimbiswa kwekurekodhwa kweaudio kunomanikidza mushandi kuti ataure mumudziyo uye aone kuti kutamba kwacho kwakanaka here. Kuongorora mashandiro ewaya pasina waya kunobatanidza mudziyo nerauta yefekitori kuratidza kuti maantenna akabatana zvakanaka nebhodhi guru.
11. Mhedzisiro yeProjekiti
11.1 Kubudirira Kwehunyanzvi
Hezvino zvakayerwa nenyanzvi pakupera kweprojekiti. Kunonoka kwekushandura kwakaramba kuri pasi pemasekonzi 1.5, kunyangwe pama network e4G asina kusimba. Takawana mwero we95 muzana wekururama mumitauro mikuru yepasi rose. Nzira yekugadzirisa simba yakaita kuti pave nenguva yekushandiswa kwemaawa gumi nemaviri, zvichibvumira mufambi kufamba muguta rekunze kubva mangwanani kusvika manheru asina kutsvaga charger.
11.2 Kuita kweMusika
Saka, kunze kwekukunda kwehunyanzvi, yakatengeswa sei? Chishandiso ichi chakaburitswa zvakanaka muzvitoro zvikuru muEurope neAsia. Chigadzirwa ichi chakachiisa pachena sechishandiso chepamusoro-soro chekushandura AI chepakati kusvika chepamusoro-soro. Nekuti takavaka magadzirirwo kubva pakutanga, puratifomu yese ikozvino yagadzirira kugadziriswa kwakadzama kwechiratidzo, ichishanda semhinduro yeOEM neODM inobatsira zvikuru kune vamwe vatengi vanogona kuve vatengi.
12. Kuwedzera Kwemangwana
12.1 Kubatanidzwa kweAI Chat
Chii chinotevera papuratifomu iyi? Tinoronga kubatanidza mubatsiri weAI wekukurukurirana weGPT. Vashandisi vachabvunza mudziyo uyu kuti vape mazano kumaresitorendi kana nhoroondo yeguta ravari kushanyira. Pfupiso yemusangano webhizinesi inotarisirwa zvikuru ichabvumira mudziyo weAI kuti ugare pakati petafura yemusangano, kurekodha awa yekukurukurirana kwemitauro yakawanda, uye kudhinda pfupiso pfupi yemusangano.
12.2 Sisitimu yeZvishandiso Zvakasiyana-siyana
Zvichakadaro, zvishandiso zvinozvimiririra zvinofanira kutaura nehurongwa hwakakura hwezvinhu. Kubatanidza maapplication efoni kuchasundidzira nhoroondo dzehurukuro uye kuchengetedza runyorwa rwemashoko zvakananga kufoni. Kubatanidzwa kwezvipfeko kuchasundidzira zvinyorwa zvakashandurwa zvakananga kuchidzitiro chewachi yesmartwatch. Kubatanidza maearbud zvine hungwaru kuchaita kuti vanhu vaviri vapfeke earbud imwe chete, vachinzwa izwi remumwe munhu richizevezera zvakananga munzeve dzavo vari vega.
mhedziso
Kuvaka mudziyo wepamusoro-soro wekuziva kutaura kweAI kunoda kungwarira kwakanyanya mukugadzira hardware uye kugadzirisa software. Unofanira kuyera zvinodiwa zvemakombiyuta zve neural networks nemiganhu yakasimba yemakemikari ebhatiri. Nekusarudza mugadziri wemidziyo yekushandura yeAI, mabrandi anotanga maturusi ane simba uye akavimbika. Unogona kushandisa iyi purani kutonga musika wepasi rose wemitauro yakawanda.
