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Computer Vision vs Machine Vision Ob qho technology zoo li cas uas tau kev hloov qhov kev sawv cev ntawm peb lub ntiaj teb. Qhov no yog yog tawm ntxhais lis cameras thiab cov lus qhia ntawm cov lus qhia uas pab cov lus qhia "pom" thiab paub txog qhov chaw uas nyob ntawm lawv
Peb hais txog 'machine vision' (kev pom ntawm tus ma) yog thaum peb muab 'ntsuab' rau cov chaw ua haujlwm los ntawm kev pom zoo li tibneeg ua. Nws qhia cov chaw ua haujlwm los 'pom'—nrhiav cov nta, cov pob, cov liab thiab cov duab. Rau cov neeg tsav tsis muaj neeg, piv txwv li, 'machine vision' (kev pom ntawm tus ma) tuaj yeem pab cov neeg tsav tsis muaj neeg pom cov nta ntawv tshuaj thiab cov neeg nyeem taw. Nws kuj tuaj yeem siv rau hauv cov chaw ua haujlwm los nrhiav cov nta uas tsis zoo, lossis kom cov neeg ua haujlwm ua tiav cov yam ntxwv zoo li tseem ceeb.
Machine Vision vs Computer Vision Thaum Machine vision tuaj yeem siv zoo li Computer vision, muaj cov phais txawv txav. Machine vision cameras feem ntau heev rau kev siv hauv nroj tsam, thaum uas computer vision feem ntau nyob rau qhov chaw xav li ntawm kev paub lub npe ntawm tus neeg, kev ua kom muaj ntau qhov zoo thiab kev saib xyuas cov neeg mob. Ob hom kev taw qhia no tshuaj nrog rau kev siv tshuab ntim thiab kev paub txog yuam sij, tab sis qhov uas txawv yog lawv cov lus nug thiab kev siv.

Computer vision tau hloov kho ntau heev thaum nws tau raug muab tswv yim los. Cov computer, nyob rau thaum uas ntev los lawm, tuaj yeem pom daim ntawv thiab lub ntsiab ntawm concrete. Tab sis kev hloov kho nyob rau hauv kev paub txog yuam sij thiab kev kawm ntau dua txhais tau hais tias cov computer tau saib paub lub npe ntawm tus neeg, cov nta, thiab tshwj xeeb tshaj yog kev ntshai heev. Qhov no tau ua rau hloov cov cheeb tsam xav li ntawm kev kho mob, kev nyab xeeb thiab kev ua si.

Machine vision tau raug siv hauv ntau yam nroj tsam thiab muaj kev hloov kho rau kev ua haujlwm zoo dua, kev ua tiag tiag thiab kev nyab xeeb ntawm tus neeg. Machine vision kuj tau raug siv nyob rau hauv kev tsim khoom los yog kev ua tshuab kom sai kom pom cov khoom tsis zoo los yog cov ntsiab uas tsis zoo thiab kom paub tseeb tias cov khoom no zoo li cas. qhia Piv Kawm Yim khoom. Nyob rau ntawm lub tsev cawm ntsiab nws tuaj yeem pab cov neeg ua tsev cawm ntsiab kom pom lub sib hloov ntawm cov nploog thiab txawm tias muaj nyeeb. Kev kho mob Nyob rau hauv kev kho mob, kev pom ntsoov ntawm cov lus qhia tuaj yeem siv los qhia tias cov mob thiab cov duab ntawm kev kho mob.

Kab xim tag nrho cov kev pab hauv qab no, kev pom ntsoov ntawm cov lus qhia thiab cov trends ntawm kev pom ntsoov ntawm cov lus qhia yog qiv mus raws li qhov chaw. Ib qho uas tseem ceeb heev yog qhov 3D Imaging nyob rau hauv kev pom ntsoov ntawm cov lus qhia, cov lus qhia muaj peev xwm pom qhov hnyav thiab qhov kev paub txog qhov chaw. Qhov ib yam uas tseem ceeb dua yog qhov kev tsim ua ke ntawm kev pom ntsoov ntawm cov lus qhia nrog lwm yam kev lag luam - robotics, drones thiab lwm yam li ntawd - rau kev ua haujlwm zoo dua thiab kev ua haujlwm ntawm cov lus qhia.
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.
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.
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.
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.