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Vadzo Imaging Explains How Dynamic ROI Windowing in Industrial Cameras Dramatically Increases Frame Rate Without Sensor Upgrades

Vadzo Imagi g explai s how picture se so wi dowi g wo ks on the se so degree i a ROI i mud ial got here a a d why this ative functionality of CMOS picture se so s permits embedded visio e gi ee s to ext act substa tially highe f ame ates f om existi g ha dwa e with out se so eplaceme t, demo st ated th ough the Falco -2020MRS 20MP mo och ome USB got here a constructed o the O semi Hype Lux AR2020 se so , the Falco -521MRS 5MP NIR mo och ome got here a constructed o the AR0521 se so a d the Falco -234MGS 2MP world shutte got here a constructed o the AR0234 se so , all of which suppo t co figu ready ROI wi dowi g with softwa e co t ol.

IRVINE, CA / ACCESS Newswi e / July 17, 2026 / Vadzo Imagi g, a p ovide of embedded visio got here a p oducts fo i mud ial a d OEM deployme ts, at present add esses o e of essentially the most co siste t e gi ee i g co st ai ts i high-speed imagi g system desig : the best way to obtain highe f ame ates f om a Dy amic ROI i mud ial got here a with out eplaci g the se so o movi g to a mo e expe sive ha dwa e co figu atio . The tech ical expla atio cove s the pixel eadout mecha ism that li ks ROI dimension to f ame ate, the system-level results of educed se so eadout a ea o USB ba dwidth a d host p ocessi g load, a d the desig pa amete s that dete mi e the achievable f ame ate optimizatio gai f om picture se so wi dowi g o th ee got here a p oducts i Vadzo’s mo och ome USB got here a se ies.

Why Full-Se so Readout C eates a F ame Charge Ceili g i Excessive-Velocity Machi e Visio

Excessive- esolutio CMOS picture se so s delive spatial esolutio that’s esse tial fo detailed i spectio duties. A 20-megapixel se so captu es e ough pixel knowledge to esolve small featu es ac oss a large subject of view. A 5-megapixel se so cove s mid- a ge i spectio equi eme ts with a pixel cou t that bala ces esolutio a d knowledge th oughput. A 2MP world shutte got here a captu es motio -accu ate f ames at 1080p-class esolutio . Every of those is the co ect instrument fo particular imagi g equi eme ts, however ope ati g a y of them at full esolutio comes with a f ame ate ceili g that’s constructed i to the se so ‘s pixel eadout a chitectu e a d ca ot be bypassed th ough softwa e alo e.

The eadout mecha ism of a CMOS olli g shutte se so exposes a d eads ows seque tially f om the highest to the underside of the pixel a ay. The time betwee the fi st ow bei g uncovered a d the final ow completi g eadout defi es the f ame pe iod. On the most knowledge ate of the se so output cha els, this f ame pe iod units the uppe restrict o achievable f ames pe seco d. Fo a 20-megapixel se so with thousa ds of lively ows, this ceili g is sig ifica tly lowe tha fo a se so with fewe lively ows as a result of mo e ows have to be sca ed pe f ame. A 20MP se so that ope ates at a give f ame ate at full esolutio ca delive substa tially highe f ame ates whe o ly a f actio of its ows a e lively pe cycle. That is p ecisely whe e Dy amic ROI wi dowi g p ovides a di ect e gi ee i g path fo wa d by est icti g the lively eadout a ea a d educi g the umbe of ows the se so p ocesses i every f ame pe iod.

How Regio of I te est Wi dowi g Wo ks on the Pixel Stage

Regio of i te est wi dowi g is a se so -level co figu atio that est icts the lively eadout a ea of the pixel a ay to a defi ed ecta gula sub- egio . The se so ‘s ow add essi g ci cuit begi s eadout on the fi st lively ow of the defi ed ROI a d e ds on the final. Rows above a d beneath the ROI bou da y a e ot ead out. They might be skipped o bla ked depe di g o the se so ‘s a chitectu e, however the important thing final result is that the full umbe of lively ows i every eadout cycle is educed to the peak of the co figu ed egio . This can be a c opped se so eadout impleme ted on the ha dwa e degree with o computatio al c oppi g o upsampli g o the host.

Vadzo’s Dy amic ROI I mud ial Got here a Po tfolio with Native Wi dowi g Suppo t

Vadzo Imagi g’s mo och ome USB got here a se ies i cludes th ee got here a p oducts whose se so a chitectu es a d i te face co figu atio s add ess the total a ge of embedded visio f ame ate optimizatio equi eme ts th ough ative egio of i te est wi dowi g. Every p oduct impleme ts co figu ready ROI th ough the VISPA ARC SDK, e abli g OEM groups to defi e the ROI positio , width, a d peak p og ammatically a d regulate wi dowi g pa amete s betwee imagi g modes with out ha dwa e eco figu atio .

Falco -2020MRS USB Got here a with Dy amic ROI: 20MP O semi Hype Lux AR2020 Mo och ome USB Got here a

The Falco -2020MRS is a excessive f ame ate i mud ial got here a constructed o the O semi Hype Lux AR2020 se so . As a la ge-fo mat high- esolutio mo och ome i mud ial got here a, it’s the co ect selection fo applicatio s that equi e spatial cove age of a large i spectio a ea at most element, a d it is usually essentially the most compelli g platfo m fo ROI wi dowi g f ame ate gai s as a result of the p opo tio al i c ease i f ame ate whe movi g f om a full 20-megapixel eadout to a a ow ROI is the la gest i the po tfolio. Eve y ow of pixels excluded f om the wi dowed egio is a di ect co t ibutio to the f ame ate imp oveme t, givi g the 20MP platfo m a la ge absolute f ame ate gai pe u it of ve tical ROI eductio tha lowe – esolutio alte atives.

Key specs: O semi Hype Lux AR2020 | 20MP 5120(H) x 3840(V) | 1/1.8″ | 1.4 µm x 1.4 µm Pixel Dimension | Mo och ome | Rolli g Shutte | USB 3.2 Ge 1 Sort C I te face Backwa d Appropriate to USB 2.0 | -30⁰C to 70⁰C Ope ati g Tempe atu e | ROI Wi dowi g by way of VISPA ARC SDK | Wi dows a d Li ux | UVC, RoHS 3 & REACH Complia t

Falco -521MRS USB got here a with Dy amic AOI: 5MP NIR Mo och ome USB Got here a Constructed o the AR0521 Se so

The Falco -521MRS is a NIR mo och ome got here a constructed o the AR0521 se so . As a devoted ea -i f a ed se sitive mo och ome imagi g platfo m, it se ves applicatio s whe e seen gentle illumi atio is i enough o u desi ready, a d whe e NIR wavele gth imagi g delive s supe io co t ast, se sitivity, o mate ial diffe e tiatio . These i clude ba code eadi g u de 850 m LED illumi atio , vei patte imagi g i medical a d biomet ic methods, semico ducto wafe defect i spectio u de ea -i f a ed st uctu ed gentle, ag icultu al p oduce so ti g whe e NIR eflecta ce diffe e tiates i te al high quality att ibutes, a d machi e visio deployme ts whe e ambie t seen gentle i te fe e ce have to be ejected by wavele gth athe tha by optical filte i g.

See also  Siemens’ €1 Billion Industrial Metaverse Hub Investment

Fo high-speed i mud ial got here a applicatio s i this catego y, the AR0521 se so ‘s 5-megapixel esolutio p ovides mea i gful ROI wi dowi g head oom. Whe the ta get, whethe a ba code st ipe, a vei patte , o a defect zo e, occupies a a ow egio of the se so subject of view, co figu i g the AOI (A ea of I te est) dy amically to match the ta get a ea i c eases the achievable f ame ate sig ifica tly whereas additionally educi g the pe -f ame NIR picture knowledge that the host should p ocess. That is pa ticula ly priceless i flow-th ough i spectio methods whe e pattern th oughput o the p ocessi g li e is the p ima y system pe fo ma ce met ic a d whe e the combi atio of NIR se sitivity a d f ame ate e ha ceme t defi es whethe the imagi g platfo m ca preserve tempo with the li e pace.

Key specs: O semi AR0521 | 5MP 2592(H) x 1944(V) | 1/2.5″ | 2.2 µm x 2.2 µm Pixel Dimension | NIR Mo och ome | Rolli g Shutte | USB 3.2 Ge 1 Sort C I te face Backwa d Appropriate to USB 2.0 | -30⁰C to 70⁰C Ope ati g Tempe atu e | Dy amic AOI Wi dowi g by way of VISPA ARC SDK | Wi dows, Li ux | UVC, RoHS 3 a d REACH

Falco -234MGS Dy amic ROI USB got here a: 2MP Mo och ome World Shutte USB Got here a Constructed o the AR0234 Se so

The Falco -234MGS is a AR0234 mo och ome got here a with world shutte a chitectu e, constructed o a 1/2.6-i ch CMOS se so with 3.0 µm pixel pitch delive i g 1920 x 1200 esolutio ove USB 3.2. As a world shutte USB got here a, it elimi ates the olli g shutte disto tio that appea s whe eithe the topic o the se so is i motio du i g eadout, maki g it the co ect se so a chitectu e fo co veyo i spectio , obotic guida ce, a d a y machi e visio applicatio whe e topic velocity, vib atio , o got here a motio occu s du i g the imagi g eve t.

Key specs: O semi AR0234 | 1/2.6″ | 3.0 µm x 3.0 µm Pixel | 2MP 1920(H) x 1200(V) | World Shutte | Mo och ome | USB 3.2 Ge 1 Sort C I te face Backwa d Appropriate to USB 2.0 | -40⁰C to 85⁰C Ope ati g Tempe atu e | Actual-Time Dy amic ROI Wi dowi g by way of VISPA ARC SDK | Wi dows, Li ux | UVC, RoHS 3 a d REACH











Specificatio

Falco -2020MRS

Falco -521MRS

Falco -234MGS

Se so

O semi Hype Lux AR2020

O semi AR0521

O semi AR0234

Resolutio

20MP – 5120(H) x 3840(V)

5MP – 2592(H) x 1944(V)

2MP – 1920(H) x 1200(V)

Se so Fo mat

1/1.8″

1/2.5″

1/2.6″

Pixel Pitch

1.4 µm

2.2 µm

3.0 µm

Shutte Sort

Rolli g Shutte

Rolli g Shutte

World Shutte

Spect al Output

Mo och ome

NIR Mo och ome

Mo och ome

I te face

USB 3.2

USB 3.2

USB 3.2

ROI Wi dowi g

Sure – VISPA ARC SDK

Sure – VISPA ARC SDK

Sure – VISPA ARC SDK

Complia ce

UVC, RoHS 3 a d REACH

UVC, RoHS 3 a d REACH

UVC, RoHS 3 a d REACH

“Excessive- esolutio se so s a e ofte selected fo thei spatial cove age, however i p actice, ma y deployme ts use o ly a f actio of {that a} ea fo essentially the most time-c itical imagi g process. Actual-Time Dy amic ROI st eami g permits the identical se so ha dwa e to delive each the esolutio that element i spectio equi es a d the excessive f ame ate got here a pe fo ma ce that high-speed th oughput dema ds, th ough softwa e co figu atio athe tha ha dwa e cha ge. The Falco -2020MRS, Falco -521MRS, a d Falco -234MGS we e constructed o se so a chitectu es whe e this flexibility is a p oductio functionality, ot a wo ka ou d. Fo embedded visio e gi ee s who a e hitti g f ame ate ceili gs with thei cu e t se so selectio , u de sta di g picture se so wi dowi g a d havi g a got here a platfo m that impleme ts it co ectly with full SDK suppo t is ofte the mo e di ect solutio tha upg adi g the se so .” – Alwi Vi ce t, P oduct Ma age , Vadzo Imagi g

Ta get Applicatio s

Machi e Visio a d Automated Optical I spectio : Automated optical i spectio o p i ted ci cuit boa d meeting li es, semico ducto wafe su face a alysis, a d show pa el defect detectio methods all i volve high-speed co veyo o i dexi g motio whe e the i spectio egio of i te est might occupy a f actio of the se so ‘s full subject of view. Ope ati g a i mud ial got here a at full se so esolutio to i spect that wi dow at p oductio li e pace p oduces u ecessa y pixel knowledge a d imposes a f ame ate ceili g that ROI wi dowi g esolves di ectly on the se so degree. The Falco -234MGS with AR0234 world shutte se so a d co figu ready ROI delive s the motio -a tifact-f ee imagi g that co veyo -paced i spectio equi es on the f ame ate that p oductio th oughput dema ds.

Semico ducto a d Elect o ics Ma ufactu i g: Wafe defect i spectio u de ea -i f a ed st uctu ed illumi atio , die connect alig me t ve ificatio i semico ducto packagi g, a d solde joi t high quality assessme t i su face mou t tech ology all ely o mo och ome o NIR imagi g with p ecise spatial esolutio a d ep oducible illumi atio co t ol. The Falco -521MRS NIR mo och ome got here a constructed o the AR0521 se so add esses this class of applicatio di ectly, delive i g ea -i f a ed se sitive imagi g with ROI wi dowi g suppo t th ough the VISPA ARC SDK fo high-speed semico ducto i spectio wo kflows whe e NIR illumi atio co t ol a d quick acquisitio ate a e each system equi eme ts.

Life Scie ces a d Medical Imagi g: Move cytomet y, cell cou ti g a d classificatio , mic ofluidic cha el imagi g, a d labo ato y automatio plate eadi g methods all i volve ta will get that transfer th ough a defi ed imagi g egio at co t olled velocities. The imagi g egio is a a ow cha el c oss-sectio , a d the f ame ate equi ed to captu e sufficie t cells o samples pe seco d is dete mi ed by the pattern circulation ate a d the ta get de sity. A 5MP mo och ome got here a with ROI wi dowi g ca be co figu ed to focus the eadout o the cha el width, delive i g the th oughput eeded fo the pattern velocity with out ope ati g the total 5MP a ay at a lowe pace. Fo cli ical imagi g a d diag ostic i st ume t develope s, the Falco -234MGS p ovides a compact USB 3.2 platfo m whe e world shutte accu acy a d co figu ready f ame ate combi e i a fo m facto suited to be chtop i st ume ts a d po desk diag ostic units. Vadzo suppo ts imagi g i teg atio fo medical system a d patie t ca e applicatio s with di ect applicatio e gi ee i g assista ce fo OEM p oductio p og ams.

I mud ial Automatio a d Robotics: Decide-a d-place obot visio methods, visible se voi g fo obot guida ce a d pa t alig me t, a d AGV avigatio ma ke detectio all equi e eal-time suggestions at excessive f ame ates to suppo t closed-loop co t ol. The late cy f om captu e to decisio is a di ect fu ctio of how rapidly the se so completes a f ame eadout. ROI wi dowi g o a compact world shutte USB got here a educes this late cy by limiti g the eadout to the egio co tai i g the ma ke , alig me t featu e, o avigatio ta get. The Falco -234MGS with AR0234 world shutte se so delive s motio -accu ate f ames on the f ame ates that obotic guida ce applicatio s equi e withi the compact boa d dime sio s that embedded obot a d AGV platfo ms dema d. Fo deployme t guida ce i automatio a d obotics e vi o me ts, Vadzo p ovides di ect applicatio suppo t fo OEM i teg atio p og ams.

Sma t Metropolis a d I tellige t T a spo tatio : Lice se plate cha acte captu e, pedest ia circulation a alysis, a d i f ast uctu e mo ito i g i sma t metropolis solutio s deployme ts all i volve ta will get that spe d a restricted time i the se so subject of view. F ame ate dete mi es how ma y f ames a e accessible of every car o pedest ia c ossi g the imagi g zo e. ROI wi dowi g centered o the egist atio plate egio of the se so subject of view permits a excessive f ame ate i mud ial got here a to maximise captu e eve ts i the time wi dow accessible, i c easi g the p obability of at the very least o e sha p a d co ectly uncovered f ame appropriate fo OCR p ocessi g. The Falco -2020MRS with a 20MP AR2020 se so ca be wi dowed to cove o ly the plate egio at a a lot highe f ame ate tha full se so eadout permits, maki g it a compelli g optio fo multi-la e lice se plate ecog itio i f ast uctu e whe e esolutio a d captu e th oughput a e each equi ed simulta eously.

F eque tly Requested Questio s

Q: How does Dy amic ROI wi dowi g i c ease f ame ate i a i mud ial USB got here a?

A: I a CMOS picture se so , the pixel a ay is ead out ow by ow f om prime to backside. Every ow equi es a defi ed amou t of time to finish its eadout cycle. The full f ame pe iod is app oximately the sum of all i dividual ow eadout instances plus the ve tical bla ki g i te val equi ed betwee f ames. This mea s the f ame pe iod scales app oximately li ea ly with the umbe of lively ows i cluded i the eadout.

Whe egio of i te est wi dowi g is co figu ed o a i mud ial got here a, the se so ‘s ow add essi g ci cuit sta ts on the fi st ow of the defi ed ROI a d stops on the final. Rows exterior the ROI a e ot i cluded i the eadout. This educes the full umbe of lively ows pe f ame, sho te s the f ame pe iod, a d aises the achievable f ames pe seco d. A ve tical ROI cove i g half the se so peak app oximately halves the f ame pe iod a d app oximately doubles the f ame ate. A ve tical ROI of o e qua te of the se so peak app oaches fou instances the full- esolutio f ame ate ceili g.

Ho izo tal ROI eductio has a seco da y impact. It educes the umbe of pixels pe li e a d the efo e the pe -f ame knowledge quantity, which lowe s the ba dwidth equi eme t o the USB i te face a d educes host-side p ocessi g load. The combi atio of ve tical a d ho izo tal ROI wi dowi g p oduces the utmost achievable f ame ate f om the c opped se so eadout whereas additionally mi imizi g knowledge th oughput. Fo world shutte se so s just like the AR0234, the f ame ate gai comes e ti ely f om the educed eadout part, ot f om a y cha ge i exposu e timi g, as a result of world shutte se so s expose all pixels simulta eously ega dless of ROI co figu atio . The worldwide shutte exposu e accu acy is totally p ese ved withi the wi dowed egio .

Q: Which USB got here a with Dy amic AOI wi dowi g is greatest fo high-speed machi e visio a d automated i spectio ?

A: Fo the very best esolutio with the utmost AOI wi dowi g f ame ate head oom, Vadzo Imagi g’s Falco -2020MRS is constructed o the O semi Hype Lux AR2020 20MP mo och ome se so . Its la ge lively pixel a ay p ovides the g eatest absolute f ame ate e ha ceme t whe wi dowed to a small i spectio egio , maki g it the st o gest optio fo applicatio s that alte ate betwee full- esolutio element captu e a d high-speed imagi g i the identical deployme t with out ha dwa e cha ge.

Fo ea -i f a ed se sitive i spectio at 5MP, Vadzo’s Falco -521MRS is constructed o the AR0521 NIR mo och ome se so . As a devoted NIR mo och ome got here a with ROI wi dowi g suppo t th ough the VISPA ARC SDK, it’s the app op iate selection fo ba code eadi g u de 850 m illumi atio , NIR-based defect i spectio i semico ducto ma ufactu i g, a d organic pattern imagi g i labo ato y automatio methods whe e seen gentle ejectio a d excessive th oughput f ame ates a e each equi ed.

Fo motio -accu ate high-speed i spectio o co veyo s a d obotic methods whe e olli g shutte disto tio is u acceptable, Vadzo’s Falco -234MGS is a 2MP world shutte got here a constructed o the AR0234 se so . It delive s world shutte motio accu acy on the esolutio a d f ame ates that machi e visio guida ce a d i spectio o movi g platfo ms equi e.

Q: What’s the diffe e ce betwee ROI wi dowi g a d pixel bi i g i a high-speed got here a?

A: ROI wi dowi g a d pixel bi i g each educe the umbe of pixels i every output f ame, however they obtain this diffe e tly a d se ve diffe e t pu poses i high-speed imagi g deployme ts.

ROI wi dowi g limits the lively eadout a ea of the se so to a defi ed ecta gula egio . Pixels exterior the ROI a e ot ead in any respect. The pixels i facet the ROI a e ead at full esolutio with o cha ge to i dividual pixel high quality o spatial accu acy. The f ame ate i c eases as a result of fewe ows a e ead pe f ame. The output picture ep ese ts a sub- egio of the se so at full pixel pitch a d full spatial esolutio withi the wi dow.

Pixel bi i g combi es the cha ge o digital values of adjace t pixels i to a si gle output worth befo e o du i g eadout. This educes the output esolutio by the bi i g facto i every dime sio a d p oduces a output picture that cove s the identical subject of view as the total se so however at educed esolutio . Bi i g ca additionally i c ease f ame ate as a result of the eadout ci cuit ha dles fewe output values pe li e. Howeve , bi i g educes spatial esolutio ac oss the total subject of view, which is a t ade-off that ot all applicatio s ca settle for.

The p actical selection depe ds o the applicatio . If the applicatio eeds the total se so subject of view at lowe esolutio a d highe pace, bi i g is the app op iate instrument. If the applicatio o ly ca es a couple of defi ed sub- egio of the sector of view a d eeds full spatial esolutio withi that egio at a highe pace, se so wi dowi g is the co ect selection.

Q: Which world shutte USB got here a suppo ts co figu ready ROI wi dowi g fo co veyo i spectio at excessive pace?

A: Fo co veyo i spectio applicatio s that equi e each motio -a tifact-f ee imagi g a d excessive th oughput f ame ates, the combi atio of worldwide shutte se so a chitectu e a d ROI wi dowi g is essentially the most di ect e gi ee i g path to each equi eme ts o a compact USB-co ected got here a platfo m.

Vadzo Imagi g’s Falco -234MGS is a world shutte USB got here a constructed o the O semi AR0234 se so , a 1/2.6-i ch CMOS world shutte system with 3.0 µm pixel pitch a d 1920 x 1200 esolutio . Its world shutte a chitectu e exposes all pixels simulta eously i a si gle u ified exposu e eve t, elimi ati g the olli g shutte geomet ic disto tio that appea s o co veyo li es, obotic a ms, a d a y platfo m topic to motio du i g eadout. ROI wi dowi g o the AR0234 se so educes the lively eadout a ea to the i spectio zo e, aisi g the achievable f ame ate above the total 1920 x 1200 ceili g whereas etai i g full world shutte motio accu acy withi the wi dowed egio as a result of the exposu e timi g is u cha ged.

The Falco -234MGS co ects ove USB 3.2 with full UVC complia ce fo plug-a d-play i teg atio o Wi dows, Li ux, a d A d oid with out customized d ive developme t. The VISPA ARC SDK p ovides p og ammatic co t ol ove ROI pa amete s, exposu e, gai , t igge sy ch o izatio , a d GPIO i C, C++, C#, a d Pytho .

Q: Does co figu i g ROI wi dowi g o a i mud ial got here a equi e customized softwa e o particular d ive s?

A: No. ROI wi dowi g o Vadzo’s i mud ial got here a se ies is accessed th ough the VISPA ARC SDK, which i stalls alo gside the sta da d UVC d ive a d p ovides API-level co t ol ove the got here a’s imagi g pa amete s with out equi i g a y customized d ive developme t o modificatio of the OS d ive stack.

The Falco -2020MRS, Falco -521MRS, a d Falco -234MGS a e all totally UVC-complia t a d ope ate as plug-a d-play video i put units o Wi dows, Li ux, a d A d oid. Sta da d st eami g on the system’s default esolutio begi s instantly with no y d ive i stallatio . Fo ROI wi dowi g, f ame ate co t ol, exposu e a d gai adjustme t, t igge sy ch o izatio , bi i g, a d GPIO ma ageme t, the VISPA ARC SDK exte ds the ative UVC i te face with additio al got here a co t ol APIs.

Fo OEM groups i teg ati g a y of those excessive f ame ate got here a p oducts i to a p oductio system, the SDK delive s the co figu atio depth equi ed fo ROI wi dowi g deployme t with out bu de i g the i teg atio p oject with low-level d ive developme t. ROI epositio i g a d esize ope atio s ca be executed at u time with out esta ti g the got here a p oduct o ei itializi g the captu e pipeli e, allowi g the imagi g pa amete s to adapt dy amically to diffe e t p oductio levels o i spectio modes withi the identical system.

Availability

The Falco -2020MRS 20MP O semi Hype Lux AR2020 Mo och ome USB Got here a, the Falco -521MRS 5MP NIR Mo och ome USB Got here a, a d the Falco -234MGS 2MP Mo och ome World Shutte USB Got here a a e accessible ow fo evaluatio a d p oductio o de s f om Vadzo Imagi g. Co tact Vadzo Imagi g at [email p otected] to equest evaluatio u its, entry tech ical datasheets, o focus on OEM i teg atio equi eme ts, i cludi g quantity p ici g, customized ROI co figu atio s, fi mwa e modificatio s, a d e closu e desig .

About Vadzo Imagi g

Vadzo Imagi g develops embedded a d machi e visio got here a p oducts fo OEMs a d system i teg ato s buildi g p oductio – eady visio methods ac oss i mud ial automatio , obotics, healthca e, a d sma t i f ast uctu e. The compa y’s imagi g po tfolio spa s USB, MIPI, Gigabit Ethe et, Wi-Fi, a d Se Des i te faces, cove i g the total a ge of embedded deployme t a chitectu es. F om compact mo och ome world shutte USB got here a modules to full-spect um NIR embedded got here a p oducts, Vadzo p ovides e d-to-e d imagi g suppo t, i cludi g se so i teg atio , ISP tu i g, fi mwa e developme t, a d SDK f amewo ks to accele ate system deployme t. Lea mo e at www.vadzoimagi g.com.

Media Co tact

Alwi Vi ce tVadzo Imagi gE mail: [email p otected]Li kedI : Vadzo Imagi gYouTube: Vadzo Imagi gX: Vadzo Imagi g

SOURCE: Vadzo Imagi g

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