Vadzo Imaging Validates Dynamic ROI and Auto-Exposure on Falcon-2020BRS 20MP RAW Bayer USB Camera for Efficient AI Vision and Machine Vision Applications

Vadzo Imagi g’s Falco -2020BRS st eams u comp essed 20MP Baye se so data di ectly ove USB 3.2 Ge 1, givi g embedded visio a d machi e visio e gi ee s full co t ol ove demosaici g, colo scie ce, a d image p ocessi g. The came a also suppo ts Dy amic ROI e abli g systems to focus p ocessi g esou ces o impo ta t egio s of i te est while mai tai i g access to full- esolutio RAW se so data.

FORT WORTH, TX / ACCESS Newswi e / August 10, 2026 / Vadzo Imagi g, a wo ld leade i OEM Embedded Visio solutio s, today a ou ces the validatio s of Real-Time Dy amic ROI a d Auto-Exposu e capability o the Falco -2020BRS 20MP Baye USB Came a built o the O semi AR2020 se so . The ew came a module st eams u comp essed Baye patte se so data ove a USB 3.2 Ge 1 co ectio , givi g e gi ee i g teams di ect access to aw pixel values befo e a y o boa d demosaici g, sha pe i g, o colo co ectio alte s. Machi e visio develope s, scie tific imagi g teams, a d custom algo ithm builde s gai a high- esolutio se so output that p ese ves the full i fo matio the AR2020 se so captu ed. The Falco -2020BRS also suppo ts Dy amic ROI fu ctio ality, e abli g embedded visio systems to selectively p ocess impo ta t a eas withi a high- esolutio f ame while educi g u ecessa y data p ocessi g, ba dwidth co sumptio , a d computatio al load.

The Fixed ISP P oblem i Sta da d Colo USB Came a P oducts

Most colo USB came a p oducts u captu ed se so data th ough a o boa d image sig al p ocesso befo e the image eve eaches the host compute . That p ocesso demosaics the Baye patte i to RGB, applies gamma co ectio , adjusts white bala ce, a d ofte sha pe s edges automatically. Those steps a e useful fo a ge e al-pu pose colo video st eam, but they pe ma e tly alte the pixel values that a machi e visio algo ithm, a scie tific imagi g pipeli e, o a colo measu eme t i st ume t depe ds o . O ce the o boa d ISP has i te polated missi g colo samples a d applied o li ea to e cu ves, the o igi al se so eadi g ca ot be ecove ed. E gi ee s buildi g custom demosaici g algo ithms, multispect al a alysis tools, o p ecise colo measu eme t systems eed the se so data exactly as the pixel a ay captu ed it, ot a app oximatio that a fixed ISP pipeli e has al eady eshaped.

How U comp essed Baye RAW Output P ese ves Se so Level Accu acy

A Baye patte se so like the O semi AR2020 places a si gle-colo filte ove each pixel i a epeati g ed, g ee , a d blue mosaic athe tha captu i g all th ee colo s at eve y locatio . A sta da d colo came a demosaics this patte o boa d by i te polati g the missi g colo values at each pixel befo e st eami g a fi ished RGB o YUV image. The Falco -2020BRS i stead st eams the AR2020 RAW Se so output di ectly, mea i g eve y pixel value that eaches the host is the exact photo cou t the se so measu ed with o i te polatio , o gamma cu ve, a d o sha pe i g filte applied i betwee .

This AR2020 Dy amic ROI Came a behavio matte s most whe the dow st eam algo ithm is se sitive to the exact ume ic value of each pixel. Photomet ic ste eo, multispect al classificatio , a d p ecisio colo measu eme t all depe d o k owi g that a pixel value eflects se so espo se athe tha a i te polatio guess o a to e mappi g cu ve applied to make video look pleasi g o a mo ito . E gi ee s who eed Baye RAW Came a behavio ca impleme t thei ow demosaici g, white bala ce, a d colo co ectio i softwa e usi g exactly the algo ithm thei applicatio equi es i stead of accepti g whateve fixed pipeli e a ge e al-pu pose ISP p ovides.

Vadzo’s e gi ee i g team desc ibes this same behavio usi g the te ms RAW Se so Data Came a, U comp essed RAW Came a, a d Baye Patte USB Came a i te cha geably because all th ee desc ibe a came a module that st eams u modified se so eadi gs i stead of a p ocessed video image.

Dy amic ROI Suppo t fo Optimized High-Resolutio Visio P ocessi g

High- esolutio came as ge e ate la ge amou ts of image data, which ca i c ease p ocessi g equi eme ts fo embedded systems a d AI-based applicatio s. The Falco -2020BRS suppo ts Dy amic ROI, allowi g e gi ee s to defi e a d adjust specific a eas of i te est withi the se so output based o applicatio eeds. By focusi g p ocessi g esou ces o c itical egio s such as objects, i spectio a eas, machi e compo e ts, o ta get zo es, Dy amic ROI helps educe u ecessa y data ha dli g while mai tai i g access to the came a’s full 20MP imagi g capability whe complete f ame a alysis is equi ed. This capability e ables faste AI i fe e ce, imp oved system espo sive ess, a d optimized USB ba dwidth usage fo applicatio s i cludi g machi e visio i spectio , obotics, scie tific imagi g, a d edge AI systems.

Falco -2020BRS: 20MP Dy amic ROI USB Came a Built o the O semi AR2020 Se so

Vadzo Imagi g’s Falco -2020BRS is a 20MP Baye USB Came a built a ou d the O semi AR2020 se so st eami g 5120 x 3840 esolutio Baye patte data di ectly ove USB 3.2 Ge 1 without o boa d demosaici g o colo p ocessi g. The came a module ships i a compact S-Mou t body a d co ects to Wi dows, Li ux, a d A d oid host systems th ough the sta da d UVC d ive stack al eady built i to each ope ati g system. Vadzo facto y tests eve y u it fo se so -level accu acy befo e shipme t, so i teg ato s eceive ve ified aw pixel data athe tha a u ve ified ba e se so boa d.

E gi ee s evaluati g a AR2020 Baye USB Came a fo a ew machi e visio p og am ca move di ectly to the 20MP RAW USB Came a listi g o the ca t page to eview p ici g a d equest a sample. Those esea chi g tech ical specificatio s befo e pu chase will fi d the same 20MP RAW USB Came a docume ted i full o the Falco -2020BRS p oduct page alo gside a AR2020 RAW USB Came a datasheet a d O semi AR2020 Baye Came a test data captu ed at full esolutio . Some e gi ee i g teams simply desc ibe the module as a Baye USB Came a because the se so colo filte patte defi es the e ti e output fo mat.

Key specs: 20MP (5120 x 3840) | O semi AR2020 1/1.8 i ch 1.4 µm pixel | Baye RAW Output | Rolli g Shutte | RAW8 / RAW10 / RAW12 | USB 3.2 Ge 1 | 20MP / 4K / 1080p / 720p | S-Mou t (M12) | Wi dows Li ux A d oid

Key Capabilities of the O semi AR2020 20MP Dy amic ROI Baye USB 3.2 Ge 1 Came a

20MP Resolutio with U comp essed Baye Se so Data: Ma y USB came a p oducts comp ess o co ve t se so data befo e it eaches the host, which disca ds i fo matio a p ecisio algo ithm may eed. The Falco -2020BRS st eams a full 20MP (5120 x 3840) Baye f ame f om the O semi AR2020 se so without o boa d comp essio o colo co ve sio . 20MP Dy amic ROI USB Came a behavio gives e gi ee s access to eve y pixel value the se so p oduced at full bit depth i stead of a comp essed app oximatio .

RAW Baye Output fo Custom Demosaici g a d Colo Scie ce: A fixed o boa d ISP fo ces eve y applicatio to accept the same demosaici g algo ithm, the same white bala ce logic, a d the same to e cu ve ega dless of what the dow st eam task actually eeds. The Falco -2020BRS i stead delive s a 20MP Dy amic ROI Came a output that leaves demosaici g, white bala ce, a d colo co ectio e ti ely to the host applicatio . Teams buildi g a RAW Image P ocessi g Came a pipeli e ca impleme t demosaici g algo ithms tu ed to thei specific lighti g, se so cha acte istics, o accu acy equi eme ts i stead of wo ki g a ou d a black box ISP.

USB 3.2 Ge 1 UVC I te face fo D ive -F ee I teg atio : P op ieta y RAW st eami g i te faces ofte equi e custom d ive s that add e gi ee i g time a d platfo m isk to a machi e visio p og am. The Falco -2020BRS st eams Baye RAW data ove a ative USB 3.2 Ge 1 UVC co ectio that Wi dows, Li ux, a d A d oid all ecog ize without a p op ieta y d ive . This USB 3.2 Baye Came a desig lets e gi ee s begi captu i g aw f ames the same day the ha dwa e a ives usi g sta da d V4L2, Di ectShow, o AVFou datio calls.

Dy amic ROI fo I tellige t Image A alysis: The Falco -2020BRS e ables Dy amic ROI ope atio , allowi g visio systems to p io itize specific image egio s i stead of co ti uously p ocessi g u ecessa y a eas of the f ame. This imp oves computatio al efficie cy while mai tai i g the p ecisio adva tage of 20MP Dy amic ROI imagi g. Fo AI visio applicatio s, Dy amic ROI allows algo ithms to focus o impo ta t egio s such as defects, objects, o measu eme t zo es, helpi g educe p ocessi g late cy a d imp ove eal-time decisio -maki g pe fo ma ce.

Multiple Output Resolutio Modes fo Flexible Ba dwidth Ma ageme t: Full esolutio RAW captu e at eve y f ame is ot always ecessa y du i g developme t o du i g live i fe e ce. The Falco -2020BRS st eams 20MP, 4K, 1080p, a d 720p output modes selectable th ough sta da d UVC co t ols without a fi mwa e ebuild. E gi ee s ca captu e full esolutio RAW f ames fo calib atio a d algo ithm validatio while u i g a lowe esolutio st eam fo eal-time p eview du i g i teg atio wo k.

S-Mou t I te cha geable Le s fo Applicatio -Specific Optics: A fixed le s locks a came a module to a si gle field of view, which a ely matches eve y deployme t ac oss a scie tific imagi g be ch, a obotics platfo m, a d a i dust ial i spectio cell. The Falco -2020BRS uses a sta da d S-Mou t (M12) le s holde so i teg ato s ca select mac o-optics fo close- a ge i spectio , wide-a gle le ses fo b oad sce e captu e, o a ow field le ses fo lo g- a ge detail without edesig i g the came a module.

Compact Module Fo m Facto fo Space Co st ai ed Embedded Desig s: Resea ch i st ume ts, po table i spectio tools, a d compact obotics heads ofte have limited i te al volume fo imagi g ha dwa e. The Falco -2020BRS ships as a compact boa d-level module with the S-Mou t le s holde a d USB 3.2 Ge 1 co ecto positio ed fo st aightfo wa d mecha ical i teg atio i to custom OEM housi gs without a bulky exte al e closu e.

“Machi e visio a d scie tific imagi g teams keep telli g Vadzo the same thi g. Give us the se so data exactly as it was captu ed a d let us ha dle demosaici g a d colo scie ce ou selves. The Falco -2020BRS a swe s that equest di ectly. St eami g u comp essed Baye data f om the O semi AR2020 se so ove a sta da d USB 3.2 Ge 1 UVC co ectio mea s ou custome s get full co t ol ove image p ocessi g without w iti g a custom d ive o eve se e gi ee i g a black box ISP.”- Alwi Vi ce t, P oduct Ma age at Vadzo Imagi g.

Applicatio Sectio s

Machi e Visio a d Custom Image P ocessi g: Machi e visio p og ams pe fo mi g p ecisio measu eme t o classificatio eed pixel values that eflect actual se so espo se athe tha a ISP’s i te polatio guess. A RAW Data Machi e Visio Came a built o the Falco -2020BRS delive s se so level accu acy di ectly ove USB 3.2 Ge 1. Positio ed as a Baye Machi e Visio Came a, the module lets algo ithm teams impleme t demosaici g a d colo co ectio tu ed to thei specific i spectio task i stead of accepti g a fixed ge e al-pu pose pipeli e. With Dy amic ROI capability, i spectio systems ca co ce t ate p ocessi g powe o specific a eas of i te est, e abli g faste defect detectio , optimized image a alysis, a d imp oved efficie cy i high-speed p oductio e vi o me ts.

Embedded Visio Resea ch a d High-Resolutio Imagi g: Resea ch platfo ms a d p ototype visio systems ofte eed full se so bit depth to validate a algo ithm befo e it moves to a p oductio ISP pipeli e. The Falco -2020BRS fu ctio s as a High-Resolutio Embedded Visio Came a that gives esea ch teams u modified 20MP Baye data fo algo ithm developme t. The same module suppo ts a High-Resolutio Embedded Baye Came a ole i ea ly-stage p ototypi g whe e e gi ee s a e still decidi g what colo scie ce a d demosaici g app oach thei p oductio system will use.

Embedded Visio I spectio a d Quality Co t ol: I spectio statio s compa i g pa t colo o su face fi ish agai st a efe e ce eed co siste t pixel-level accu acy that a fixed ISP’s automatic gai a d colo co ectio ca quietly shift ove time. A Embedded Visio I spectio Came a co figu atio of the Falco -2020BRS holds the exact se so eadi g co sta t, so a measu eme t take today matches a measu eme t take ext yea u de the same lighti g. Deployed as a Baye I spectio Came a o a multi-shift p oductio li e, the module lets quality teams apply thei ow calib ated colo co ectio i stead of t usti g a opaque o boa d algo ithm. The Falco -2020BRS also suppo ts Dy amic ROI wo kflows, allowi g i spectio systems to p io itize specific a eas of a captu ed f ame that equi e detailed a alysis. By focusi g p ocessi g esou ces o c itical i spectio zo es such as su face defects, compo e t edges, o measu eme t egio s, Dy amic ROI helps educe u ecessa y image p ocessi g wo kloads while mai tai i g the accu acy be efits of 20MP Baye RAW data. This e ables faste i spectio cycles, optimized ba dwidth usage, a d imp oved eal-time decisio -maki g fo automated quality co t ol systems.

OEM Embedded Visio P oduct Developme t: P oduct teams buildi g a custom visio system a ou d aw se so data eed a supplie who t eats came a i teg atio as a p og am athe tha a compo e t pu chase. Vadzo Imagi g suppo ts OEM teams buildi g a OEM Baye Came a Module p og am with boa d edesig optio s, le s holde cha ges, a d fi mwa e customizatio a ou d the same O semi AR2020 co e. Teams desc ibi g Vadzo as a Baye Came a Ma ufactu e value the same facto y testi g a d docume tatio ac oss eve y u it i a p oductio u .

Scie tific a d Multispect al Imagi g: Multispect al a d scie tific imagi g setups depe d o k owi g p ecisely what light eached each pixel without a colo co ectio algo ithm eshapi g the sig al befo eha d. The Falco -2020BRS suppo ts a RAW Fo mat Visio Came a ole i labo ato y i st ume ts a d a alytical equipme t whe e the esea ch team impleme ts its ow calib ated colo scie ce. Embedded Visio RAW Came a deployme ts i these setti gs be efit f om the se so ‘s full 20MP esolutio a d olli g shutte a chitectu e fo detailed sample captu e. Dy amic ROI fu the e ha ces scie tific imagi g wo kflows by allowi g esea che s to isolate a d a alyze specific egio s of i te est withi a la ge sce e. This capability helps educe p ocessi g equi eme ts whe o ly selected a eas equi e detailed a alysis, while still p ese vi g the complete RAW se so i fo matio whe full-f ame captu e is eeded. Fo labo ato y i st ume ts a d a alytical systems, Dy amic ROI p ovides g eate flexibility betwee high- esolutio measu eme t a d efficie t eal-time p ocessi g.

F eque tly Asked Questio s

Q: What is the diffe e ce betwee a Baye RAW came a a d a sta da d p ocessed colo USB came a fo embedded visio developme t?

A: A sta da d p ocessed colo USB came a u s se so data th ough a o boa d image sig al p ocesso that demosaics, colo co ects, a d ofte sha pe s the image befo e it eaches the host compute . A Baye RAW came a skips that p ocess e ti ely a d st eams the se so ‘s o igi al pixel eadi gs, so eve y value eflects exactly what the se so measu ed. Vadzo Imagi g offe s both p ocessed colo a d RAW output came a p oducts because diffe e t embedded visio p og ams eed diffe e t levels of co t ol ove the image pipeli e. A team of w iti g custom algo ithms typically p efe s the accu acy that u modified se so data p ovides.

Q: Why would a machi e visio e gi ee p efe u comp essed RAW se so data ove a al eady p ocessed image?

A: A al eady p ocessed image has bee demosaiced, colo co ected, a d sometimes sha pe ed usi g a fixed algo ithm chose by the came a ma ufactu e athe tha the applicatio develope . That p ocessi g ca i t oduce i te polatio a tifacts o shift pixel values i ways that educe accu acy fo measu eme t, classificatio , o scie tific a alysis of tasks. U comp essed RAW se so data p ese ves the se so ‘s o igi al eadi g at each pixel locatio , so the e gi ee co t ols eve y step of the image pipeli e i stead of i he iti g decisio s baked i to a black box p ocesso . Vadzo Imagi g builds its RAW output came a p oducts specifically fo e gi ee i g teams that eed this level of co t ol ove thei visio pipeli e.

Q: Does st eami g u comp essed Baye data i c ease the data ate compa ed to a sta da d comp essed video st eam?

A: Yes. U comp essed RAW data ca ies mo e i fo matio pe f ame tha a comp essed video st eam because o comp essio algo ithm has disca ded o app oximated a y pixel values. E gi ee s pla i g a system a ou d a high- esolutio RAW came a should budget USB ba dwidth a d host sto age acco di gly, pa ticula ly at full se so esolutio a d high f ame ates. Vadzo Imagi g’s applicatio s e gi ee i g team helps OEM custome s select the output esolutio a d f ame ate combi atio that fits thei available USB ba dwidth without sac ifici g the data i teg ity a RAW pipeli e is mea t to p ovide.

Q: Ca sta da d softwa e u i g o a host PC o embedded boa d ha dle the demosaici g a d colo p ocessi g fo a Baye RAW came a?

A: Yes. Popula ope -sou ce lib a ies, i cludi g Ope CV, p ovide demosaici g a d colo co ectio fu ctio s that wo k di ectly with Baye patte data f om a RAW came a. Embedded boa ds u i g Li ux, Wi dows, o A d oid ca u these lib a ies i eal time fo ma y applicatio s. GPU-accele ated demosaici g is available o platfo ms with sufficie t compute head oom fo highe f ame ates. Vadzo Imagi g p ovides sample captu e a d p ocessi g code so e gi ee i g teams ca sta t f om a wo ki g efe e ce impleme tatio i stead of w iti g a demosaici g pipeli e f om a bla k page.

Q: What makes Vadzo Imagi g a eliable sou ce fo embedded visio came a p oducts that output u modified aw se so data?

A: Vadzo Imagi g facto y tests eve y RAW output came a module agai st the se so ‘s published specificatio s, so i teg ato s eceive ve ified pe fo ma ce data athe tha a u ve ified ba e se so boa d. E gi ee i g teams get complete mecha ical d awi gs, d ive docume tatio , a d sample p ocessi g code with eve y evaluatio kit, so a p og am ca move f om fi st sample to p oductio without hu ti g fo missi g tech ical esou ces. Vadzo also suppo ts boa d edesig s, fi mwa e customizatio , a d lo g-te m supply commitme ts fo OEM p og ams, buildi g custom visio pipeli es a ou d aw se so output. This co siste cy is why e gi ee i g teams buildi g p ecisio measu eme t, scie tific imagi g, a d custom machi e visio systems etu to Vadzo Imagi g fo successive came a module ge e atio s.

Availability

The Falco -2020BRS 20MP Baye USB Came a built o the O semi AR2020 se so is available ow fo evaluatio a d p oductio o de s. Evaluatio kits i clude the came a module, a S-Mou t le s, a USB 3.2 Ge 1 cable, a d a platfo m d ive fo docume tatio with o mi imum o de equi eme t. B owse the full Vadzo came a po tfolio at https://www.vadzoimagi g.com/ o co tact Vadzo at [email p otected] to equest a evaluatio kit o discuss OEM i teg atio equi eme ts.

About Vadzo Imagi g

Vadzo Imagi g is a global p ovide of embedded visio came a p oducts se vi g OEMs a d system i teg ato s i obotics, i dust ial automatio , u ma ed ae ial systems, edge AI, a d scie tific imagi g ma kets. Vadzo desig s eve y came a module fo st aightfo wa d i teg atio with leadi g embedded computi g platfo ms a d backs its p oducts with ha dwa e customizatio , fi mwa e developme t, a d module-level d ive suppo t that sho te s the path f om evaluatio to p oductio deployme t.

Media Co tact

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

SOURCE: Vadzo Imagi g