Koj puas tau nug koj tus kheej tias computer "pom" daim duab li cas hauv kev tshuaj xyuas yam nws tuaj yeem saib koj tias muaj dab tsi hauv daim duab? Thiab tag nrho yog los ntawm ib yam piv txwv li machine learning vision systems . Kev pib txawj xyaum yog ib qho kev tshuaj uas pab computer txawj paub ua ib yam—tam sim npaum li peb tuaj yeem txawj paub ua yam twg los ntawm kev txhawj xeeb thiab ua tau zoo dua thaum kawg.
Ib chaw kawm zog pom , nyob rau hauv lus cog lus qhia, yog ib qhov chaw saib xyuas uas tuaj yeem “saib” thiab xav paub txog cov duab uas muab rau nws. Nws ua li no los ntawm kev nrhiav cov duab thiab ntaub ntawv rau hauv cov duab, tom qab ntawd tsim tawm cov teeb meem txog cov duab uas nws tau kawm los ntawm cov piv txwv tau los.
Yeej kawm tshawb pom tau kev pab thiab ntau tshaj li nyob rau lub sijhawm no. Thaum ntawd, kompujxuas tuaj yeem tsuas pom txoj yam ntxiv thiab lus qhia xwb. Tab sis thaum kev tshuaj ntau lawm, tus poj niam ntawm kev tshawb pom thiab txav mus rau hauv duab ntau dua.
Ib qhov kis loj hauv kev pab cuam ntawm kev kawm tshawb pom yog kev siv skelej ntawv sau cov skelej no yog qhov yooj yim li peb lub siab, muaj ntau yam ntawv sau tsim los ntawm ntau lub nplhaib uas txiav txim siab thiab tsim kev sibpab. Kev siv skelej ntawv sau tau pab yeej pom cov khoom, tog, thiab txhua yam ntawm kev nthuav dav hauv duab.

Thiab koj twb tau sib tham nrog ib tug neeg nyob hauv daim duab siv smartphone? Tag nrho yog vim kev kawm tshawb pom. Cov no muaj feem ntau ntawm kev txiav txim siab thiab xaiv cov khoom hauv duab—uas pab, piv txwv li, thaum koj xav tshuam tsoom nplooj duab dhau los.

Xaiv tias nyob hauv ib lub ntiaj teb uas tsev neeg tuaj yeem pom thiab ntuag cov khoom no tsim nyog. Tam sim no, peb tuaj yeem txav rau kev siv kev pib txawj xyaum rau kev pom. Cov chaw txhim kho no tau tsim los ntawm kev pom ntawm kompiwter kev pib txawj xyaum rau kev pom kom pom thiab paub cov khoom hauv ib daim duab lossis video.

Piv txwv li, nws tau siv ntau hauv kev pib txawj xyaum rau kev pom kom pom cov khoom, zoo li hauv cheeb tsam tshwj tsis (zooj mov tsi muaj neeg nqa, thiab lwm yam). Cov chaw txhim kho no pab rau cov tsho 'pom' thiab tog ntawm qhov chaw uas nws nyob, zoo li lwm tsho, neeg pov, thiab daim duab roj tshuab. Los ntawm kev siv kev pib txawj xyaum, cov tsho no tuaj yeem nqa tau zoo thiab tiv thaiv kev phom sij hauv kheev.
Nyob rau hauv cheeb tsam kav tshuab tshawb nrhiav hluv taws tshiab, peb siv cov chaw saib ntau tshaj plaws thiab kev daws teeb meem siv AI rau txoj kev tsim khoom nyob hauv cheeb tsam tsim khoom, siv khoom siv zoo, thiab kev tswj hwm siv lub zog yooj yim—thov kom muaj kev kho tshuaj nyob rau hauv cheeb tsam uas muaj kev pheej hmong ntau.
Peb sau khom 100% ntawm kev daws teeb meem rau khoom, xyuas kom meej meej tag nrho qhov kev xa khoom los ntawm chaw muag khoom, kev sib tso, thiab kev test thaj chaw thiab kev saum npawb—thov kom meej meej, tuaj zoo, thiab kev xa khoom yooj yim rau lwm lub teb chaws.
Yog tias ib qhov chaw uas muaj txuj ci ntau hauv lub neej nyiaj sib cuam laus uas muaj sib txuas software thiab kev sib txuas certifications, peb yooj yim rau cov technology pheej hmong uas yog li software saib duab ntawm kws tshaj lij, robo, kev coj mus los tsis tas yuav tau zoo, thiab cov chaw soj ntsuam tshaj lij.
Rau qhov muaj ib che kws tshaj lij, peb pab tsim cov khoom siv chaw saib, xa khoom nrog tus nqi tsawg dua, kev pab ruaj khov, thiab kev xa khoom tshwj xeeb—thov kom muaj kev daws teeb meem tag nrho, nqi tsawg dua, thiab kev pab tom qab xa khoom sai dua.