Why Verkada Is Moving Its AI From Cloud to Edge

Published Nov 06, 2020 13:43 PM

** *** ****** ** ***** ************ AI *** ***** ** *** ****?

*** *******, *** ****** ** ***** - *** ****, ******* *** *******.

IPVM Image

** * ****** *******, *******'* *********** leaders ********* *** ***, ** **** note, ** ********* ***** ******** *** analyze *** ********.

Executive *******

IPVM Image

*******'* ***** ************* ** ******** ****** ******* ****, ***** ** *********** *** ********, **** **** *** "******** ******* on ******" ** *** ******** ****** analytics ** *** ****, ***** ********* runs ** ******* ***** *******.

******* **** **** ********* **** **** 100,000 ******* ******** *** *** "****** * ******* ****** * ***, we ******** ** *** ****** ** the **** ****** ** ***** ** going ** **** ** ******** ** people * ***" ***** ***** ********** severely ******** *******'* ***** ********** ****, which ** ******** ** *** ****-**** subscription ***.

********, ******* ******* ********* ****** ***** in *** *******, ** ** **** efficient ** ******* *** ***** ** the ******, ****** ****** ******* **** Axis ******** *** ******* **********.

Webinar *********

*** ***** ***** ** *******'* **** presentation:

**********

*** **** ********** ** *****:

********** ** **** *********

******* **** *** ******* ******* **** do *** ********* ***** ******** ****** analytics ** *** **** ** ******* CPU *** ******, *********** **** **** use "***** *** ********* ** *** to *** ******** ****** **********" ** the *******, ***** ** ******* ******** to **** *** ** **** ** an ********* ** ***** ********.

****: **% ******** ** ****, *** Neural ********

******* **** ***** **** ** ** develop ** ****** **** **** ******* 2MB ** ******, ******* ** *****.

******* **** **** *** ***** ******* edge ****** ******* ************, ***** *** developed *** ***-***** ****** *******, ******* to***********, *** ***** ******* ******* *** faster ********** *****:

IPVM Image

** ******** ****** ******* ******* *** quantization, **** ******** **** *********, **** have **** **** ** ****** *** size ** **** ***** ** ~** megabytes, ******* * **% ********:

IPVM Image

******* *** ************ *** **** ******** accuracy *** **** ********** ********/*********** *********, which ******* ***** ** **** * engineers ******* *** * ****** ** develop ** *** ***** ***** *** more ********* ************.

******* ******** ******* *********** ********* ** these ******* *** ******** *** **** to ******* ** *****"**** ***** *** ****** ** ***** 200 ************"

*** ***** ** *******

******* *********** *** *** ***** *********** compared ** ***** **** *** ****** OCR *************:

IPVM Image

**** ***** ****** ****/*********** ******** **** met ***** *** ***** ****, *** they **** ******* ** **** **** into **********.

Ambarella ********

******* **** **** *********'* *** ******** ****'* ****** ***, **** are ***** ** ******** ** **** advancement ** *** ****, ******** *** - **** ********** ***** ** *** neural ******** ** **-******:

IPVM Image

********* ********* **** **** **** *** CV25 **** ******* *** ************* ********* performance (*** - ***) **** **** generations *** **** ***** *** ********* chips ***** ******* ********* ** ***********:

*** *********** ** *** **** **** the ****** ** ****** ****** *** S5L **** **** **** **** *** A53 **** ** ******* *** *** 50x ***** ** ********* ****** *** running ******* *****. *** **** *** twice *** *********** ** ****. *** CV2 *** ***** ***** *** *********** of ****.

******* **** *******

******* ******** **** ***** **** **** is ********* *****, *** *******, *** of ** ******** ********* (******** ** 200+ ***********), **** **** ** ********* are ****-*******. **** **** ***** **** other ************ *** ****** ** *** cloud, **** ****** * ********* **** for ******* ** **** *** ** the *****:

... ,** *** **** *** **** of ************ ***** ** *** *****, so **** ********* ** *** *****, we're ******** ******** ** ******* *** other ***, ***** **, ** **** to **** *** **** ***** *** of *** ***** *** ****** *** how ** *** ** ** *** edge.

******** - **** *************

** ***** **** ******* **** *** see *** **** ** *** ******* choice *** ***** **** ***** ********* for ***** ************ *******. *** **** benefit ** **** ** ** **** expensive ** ******* ********* ********** ** a ***-**** **** ****** *** ****** than ** *** ******* ********** **** for ***** ******** ** *** *****. Secondarily, **** **** ********** *** **** to **** *** ***** ** *** cloud *** **********, ***** ******* ********* cost *** ********* ***** ** ******* disruptions.

**** /****

Comments (27)
UM
Undisclosed Manufacturer #1
Nov 06, 2020

**** ***********. *** "****** **** *******' story ********* ** ******, *** * has **** ******* ** *********, ******, intel (**********) ** *** ****** ** edge *.*****. ** *** ***** **** to **** *** ***** ********* ******** everyone *** ******* ** *********** ***. and *** "***** ***********, ** ********* on ****" *** ***** ** ***** expensive, *** *** *** ********* ********** with "** ***** ******** *****, *** cost ** ***** **** ********" **** isnt *** ****. * ***** ****** is *** ****** ** ****, *** the **** ** **** ******* **** GPU's ** *******. (***** ***** *** processing ** $$$)

** * ****** **** ******* ****** makes *****

(4)
(1)
(1)
UI
Undisclosed Integrator #2
Nov 06, 2020

* ****’* **** ******* * ******* there ** *** ****** ****** ** a ***, *** **** *** ****** doing *** **** ********** ******** *** pushing ******** ** *** ***** *** another ***** **** ******* ********** ** the ********, *** *** ***** ** sent ** *** *****. **** ***** allow ******* ****** ** *** *********** to ****** *** **********.

***** ******* ***** ************* ** *** camera ********* ********* ** ***** ** good ** **** *** ********** ************ for *******.

****

(5)
(1)
UE
Undisclosed End User #3
Nov 06, 2020

* ** ******* *** *** *** next ********** ** ******* ******* ** Intel ********, **** **** ** * game ******* *** ***/************ *** *** what *** ****** *** ** **** blow *** ****. ***** * ****** with ** **** *** *** *** broadband, ******* *********** ********* *********.

JH
John Honovich
Nov 06, 2020
IPVM

#*, * *** ***** ***, * thought **** ***** / ******** / Myriad / ******** ***** **** ***** to ** *** ** ***** ************ but * **** *** **** **** in ********. **** ********* **** ********, Bosch, *** *******, ** **** * few ****** *******, ********* *** ******* won. ** ************* **** ************ ******** is **** **** ** ********* ******* Ambarella ******* **** (**** ***** ********** and **) ***** ***** ****** ***** are **** ***** **. ** * am ***** ***** ****, ****** ** invited ** ******* ** *** ******* why, ******!

(1)
(5)
UE
Undisclosed End User #3
Nov 06, 2020

** * ******** *** ***** ****** Kool-Aid **** *** ********? * **** they **** ** **** ***** ** the ***** ** ****** *** * still ***** **** **** *** **** this ** *** *** ***** **** it **** ******.

JH
John Honovich
Nov 06, 2020
IPVM

* ***** ***** **** **** *** lick **** ** *** *** ***** then ** **** ******.

*****, ** **** ***** *** *** make **** **** *** ******. **** are * **** ******* *** * clear ****** ** **** *** **** are *** ****** *** ********* ********* on *** ****.

*** ******** *** ***** *** ****** is ** **** ****** **** ***** winning *** **** ****** ********* ******. It *** **** ** *** ***** for **** ******** ** *** ******* opportunities **** **** ** ****-******* **** and ******* ***** ************.

MM
Michael Miller
Nov 06, 2020

***** *** ******* ******* **** ******* AI *** *** ** ****.

** ************* ** *********** **** *** power ** **** ** ***** **** the ******** / ****** / ******** chips.

(1)
(1)
Avatar
Brian Karas
Nov 06, 2020
Pelican Zero

*'* *** **** **** *** **** accurately ******** *** *** *******.

***, ********* *** ****** ** **** these ****. *** **** *** ** in * *** ** ********* *********, depending ** * ****** ** *******, but *** *** ******* ** **** in ***** ** ** **** **-***** object *** ***** ********, **** *** going ** ** "*** *****" *** the **** ********** ** *********.

** **** ****** ********, *** ***** here ** ****/***** (*** **** **** the ******* **** ** ** ******** GPU **** **** ** * ******).

* ****** ** **** *** **** kind ** *****'*-*** **** ** ******** with ****, *** ******** *** ** the ***** **** **** ****** *** size/power ********** ** * ****** ***, though **** **** *** ********** ****** as * **** ******.

**, ** ******** ** **** ** are ***** ** *** ********* ******** to *** ***** *** *** "*******" layer ** ********* - ******* ***** (though ***********), *** **** *********** ******** logins ** **** ** *****, ********* easy/secure ****** ******, ***. *** *** analytics **** ** **** **-*******. **** likely *** ***** ** *** ******, so ***** ** * ******** ****** or ********* ***, ** ***** ** a ******** ** **** ****. *** answer **** ******** ****** ** *** site *** *** ******** (************) **** choose.

** ******* **** ******* ***** *********, they're ***** ** **** ** ******* some **** ** **-**** **** ** handle *** ******* ******* **** **** you *** ** ** * ******, which ** ***** ** **** **** closer *** ****** ** *********** *************.

(2)
(1)
Avatar
Morten Tor Nielsen
Nov 06, 2020
prescienta.com

**, ** ******** ** **** ** are ***** ** *** ********* ******** to *** ***** *** *** "*******" layer ** ********* - ******* ***** (though ***********), *** **** *********** ******** logins ** **** ** *****, ********* easy/secure ****** ******, ***. *** *** analytics **** ** **** **-*******. **** likely *** ***** ** *** ******, so ***** ** * ******** ****** or ********* ***, ** ***** ** a ******** ** **** ****. *** answer **** ******** ****** ** *** site *** *** ******** (************) **** choose.

*** **** **** * ***** **** the ******, **** ***** **** * description ** * ******* **** *** install*****:)

*** **** ** **** ***** *** pretty *** ******* *** ********* *** analytics ** **** ******* * **** amount ** *********** ********* *** ** rendering *** ***-******* ***. **** ** just ***'* **** - *** ***'** paying *** ** *******. ** *** as ** **, ** ** **** we **** *********.

** ******* ********* ** *** **** you ***'* **** ** ****** ***** prior ** ********. *** **** *** to ** *** ********* ** *** lowest ******** ******* *** ** ************ quality. ** **** ***'** **** ** a ********* **** ******* ** ******* a *** ** * ****** **** (tensorcore).

** ****** *** ********** **** ** the ******** ***** ***** ** *** camera, ** ***** **** *** ****** is **** **** ********. ******* ** building * ********* ********* ***** ** to ****** *** *******, **** ****** brings *** *** ****** ** *** system. ** *** ***** ** ****, you're ********* *****. **** *** ****** workers, ** ** **** ******** ** one ** *** **** ** *** same ****.

***** **** ****** ** * **** for ***-**** *** *****-***-**** ********. ********* may ****** ******, ******, ****** *** so **, *** ** ***'* **** everything **** *** ***** **** ** look ***. ** ***** ***** ** don't ****** **** **** ****** - get * ***** "********* *********". **** analysis *** ******** ** *********** ** excluding ***** ****** ** *** ******** by ******* ** *** ******** ********* by *** ******* **********.

* ***'* *** ** **** ***** in ***** *********; ********* **** ******* a ********** ***** ***** ** *** that *** ** * **** *** medium *************, ******** * *** ******* too. *** *****-********, ***** ******* ***** sense (******** **** ** **********).

**** ******* * ***** **** ***** analysis, **-**** ********* *** ***** ***** infrastructure ********** ** *** ******* *** of ***** ****** *****'* **** **** this ** *** ****** **** *** out.

* ***** *** ** **** ** do ***, ** **** ** *****, and *****, **** ***** ***** **** have * *** **** ******** ********** a ******** *** ******* *** ***** things.

(2)
(6)
(2)
Avatar
Brian Karas
Nov 06, 2020
Pelican Zero

*** **** **** * ***** **** the ******

* ****. **** ** **** * am **********. ** ** ****** * upgrade ***** ** ********.

** ******* ********* ** *** **** you ***'* **** ** ****** ***** prior ** ********.

* **** **** ******* *********** **** analytics ** *** ****. **'* ***** for *****-***** ***** (**** ** * person, **** ** **** **** ** vehicles), *** **'** ***** * **** way *** (>* ******* ***** ** least) ****** *** ******* **** ****** can *** "**** ** * **** with * *** *****, **** *****, moving ** ** ******* *******" *** do **** *** **** *** * or * *******, *** *** **+.

*** *** **** * *****, * do *** *** ********* ******* ******* to ***** ** ** **** *** industry ** ***** ***** **** ***/******-***** systems. * ** ****** ** *** cameras *** ******* *******, *** * expect ** *** *** ***/****** ***** get ******* *** *******.

(1)
(1)
Avatar
Morten Tor Nielsen
Nov 06, 2020
prescienta.com

*** *** **** * *****, * do *** *** ********* ******* ******* to ***** ** ** **** *** industry ** ***** ***** **** ***/******-***** systems.

* ***** **** **** - *** physical *********** ** *** ****** **** always ** ******** ** **** *** can ** **** * ********* **. No ********.

*** ** ** ***'* *** ******** edge ******** * ***'* ***** ** will ** ******* * ********** ******** with * *** ** ******** (*********** cost). ** **** ** ******* ***** is ****** ** *********** ** **** ********. *** ******** will ***** *** *** *** **** show ********* ** *** ** ** old-school **/*** ****, *** **** ***** a *** ******** **-*** **** * collection ** **** *******.

** * ***** ** **** ***** roundabout *** * ***** **** ***. I'm **** ****** *** ** ** the ******.

(1)
(2)
JH
John Honovich
Nov 06, 2020
IPVM

*** *** **** * *****, * do *** *** ********* ******* ******* to ***** ** ** **** *** industry ** ***** ***** **** ***/******-***** systems.

*** ****, ** **** *** **** which ** *** ******** '****' / most ******** *********.

** *** ***** ****, ** ** already ******** ******** **** *** **** common ********* *** ************ ***** *** accurately ** *** **** (**** ** people / ******* / **** *********, etc.).

Avatar
Brian Karas
Nov 06, 2020
Pelican Zero

**** *** **** ****** ********* *** increasingly ***** *** ********** ** *** edge

**** ** (******) ***** **** ** the **** ***** **** **** *********** is ****** ********* **: "**** ** a ******". **** ** *** ***** done, ** **** *****, ** ******** the ********* **** *** ******* (****, red *****, **** *****, *** ***, has ***). **** ******* ******** ** the **** ** *** ** ****, but ** * ******* *** **** proven ** ** ****** (****** *****-****** tracking ** *** **** ** * fully ****-***** ****** ****** ** *** messy, ********* **** ** *********** ****** done *********).

** *** ******* ** **** ********* will ****** ** **** *** ***** alerting (****** ******** ********, ******* *********), and *** ******* ********** (**** ****** video **** ***** ******* ******* ******* of ***** ******), **** **** ********* make * *** ** *****.

*******, * ***** *** **** *** measurable ****** ** ********* ** *** edge ** ******* **** ********* *** demand ** * *** **** **** push ** **** ******* ****** ***** of *********. ** **** * ****, using ********* *** ******, ***** **-************** search (**** ***** *********** ** **** object) *** **** **-************** ****** (**** me *** **** **** *** ****** who ***** **** **** ***** **** view ** * ******). ************ ** the ****** *** *****, **** ********* for ****** ** ******* **** ****** quickly. ***** **** ** ****** *** a ****** ***, ** * ****** that **** ** ******* **** ******* an **** ** *********** **** ********, and **** ****** ******* * ***** of *********** **** ** *** ********* at *** ****, ** **** ******* analyzing ******** ****, ****** ** **** logical ** ** **** ** **** centralized ******.

* *** *** ***** **********, *** in ********** ** *** **** * years * ** *** *** *** market ******* ******* *** ****** **** we *** ****** *********** ************ **** in *** **********. **, ** ****** points ***, **'** ***** ***** **** that **** **** **** ********** *******. To **, **** *** ****** ** not ****** ****** ***** ** *** compute ********* ** ** *** **** is ******** *** ***** **** ** a ************ ****** *** ******* **** I ***** **** **** ***** **** analytics. *******, ** *** ******* **** out ** ***** ********** *********** **** by ******* **** ** *** ***** inference ***** ** *** ****. *** the ****** **** *** *** ****** and ********, *** *** *** *********** GPU ** *** ****** ********, ******-**** analysis (**: ******* ******* *********, ***** analysis) *** *****-****** ************ (**** ** all *** **** ***** **** ****** appeared).

******, ** ***** ** ********** *************, if **** ** ** ***** ************ come ****, **** **** ** **** "analytics" ** ****** ** ***** **** basic ****** ********* ** ******-***** ********, which ** *** * ** *** think "*********" **** ** ************* **** based, ****** ** * ***** ****** count ***** ** ***** **** **** intelligent ******* **** *********** ****, ***** would *********** **** ******* *** **** common ***** *** ********* ** *** in * ***** ** ** ***'* expect *** ********** ** ********* ** advance ****. ** * ******* ******** to ** *** *****, ** ** get * ***** ****** *** ***** of *** ***********, ** ***** ****** more **** ********* ** *** ***/******-***** analytics ** ******** ******* (******* ** mind * ***** ** ****** * upgrade *****, **** ** *******-********* ****) making *** ******-***** ********* *** **** common ** * *****, *** ***** not ** ** *****...

(2)
(1)
JH
John Honovich
Nov 07, 2020
IPVM

******, ** ***** ** ********** *************, if **** ** ** ***** ************ come ****, **** **** ** **** "analytics" ** ****** ** ***** **** basic ****** ********* ** ******-***** ********, which ** *** * ** *** think "*********" **** ** ************* **** based

**** ***** **. ** *** **** is **** **** **** ****** ****** in *** ********** *****, **** *** Briefcam *** **** **** ** *** past ******. * ** *** ****** it's *** ********, * ** ***** it's ******** *** ***** *** **** primarily ** ********** *****.

****'* *** * ***** *** **** common ******** ** ********* ***** ******* will ** *** **** **** *** cloud ** ****** *** ********** / government / ******** ************** ***** *** want ** ** ************* ******** ** analysis.

UI
Undisclosed Integrator #2
Nov 06, 2020

** ******* * ***** **** ******. The ******* *** *** ****** ** process ***** *** **** ** **** usable ******** **** ** *** ***** step *** ********.

KT
Kris Tibbitts
Nov 08, 2020

****, ** **** **** ** *** this ***** *** ** ** *****. Pack ****** ** ********** ** ** and ** *******. ***** ****, **** easier ** ******* * ****** *** than * ***** ** *******. *** then **** ***** *** **** ** some **** ****** ** ****** * times *** ***** **** *** ******* are **** *****, **** * ************.

(1)
UI
Undisclosed Integrator #2
Nov 08, 2020

**** ***** ***** *** **** ** the *****, *** *’* *** * Verkada ***. ***’* **** **** *******.

*** *** *** ** ******* *** a ****. *** **** ** ****** the **** ******* *** **** **** be * ****** **** **** ** IPv6 ** **** ** *** ***’* and ** *******.

***** *** *** *********, *,*** ******* and ***** * ******** *******. *** of *** ****** **** ** * requirement *** ****** *********** *** *** on ******** ***** *** **** ******* users *** ******* *** ****** **** have ****** ** **** *** *** have ** *** **** **** **** accessed ** *** ** **** ** run * ****** *** ***********.

**** *******, ** ** ***** ** sold, **** ***** ** **** **** seamless.

*** ***** * ***** ** ***’* or **** ******** *** ********* **** in **** *********** *** **** ***** it **** ** ********, ********* *** time?

*** ** ******.....*’* *** * *** of *******’* ******* *** ** ***** offering.

(1)
JH
John Honovich
Nov 08, 2020
IPVM

** *** *** *** ** ******* and *** **** ** *** ** other ******* ** ******* ** ******** access ******* ** *** ** *** in **** ***** *********, *** *** then *** *** *******.

* ***** **** ** ***** ***** model ** **** **** **** ** easy ** *** ** *** ******** to *** *** ** *** ***** things.

UI
Undisclosed Integrator #2
Nov 09, 2020

****** **** ********?

(1)
(3)
MM
Michael Miller
Nov 08, 2020

**** ** ************ *** ******* ** managed ******-***** ********* **** **** ** able ** ** **** ******* ****.

UI
Undisclosed Integrator #4
Nov 08, 2020

******* *** **** ** **** ****** device *** *****.

(1)
JH
John Honovich
Nov 08, 2020
IPVM

***, *** ******* ** ******* **** much **** ******* **** *******, **** in ***** ** ********** / ***** and **** *****.

(3)
(1)
MM
Michael Miller
Nov 09, 2020

***** **** ******* ** ****** *** cloud.*****

IPVM Image

(1)
Avatar
Kenneth Kocher
Nov 09, 2020
Force Security Solutions

** *** **** *** * *** of *** ********* *** **** ** very ****. **** ** ***** ******** and ********. **** ** * *** party *** ** ******* ******** ******** MX-Cloud ***** ** * ** ***** Eye ******* **** ************ *** *******. We *** ********* ******* **-***** ** this **** *** **** **** **. Our **** ** **** ** *** use **** *** *** *** *** need *** ***** *** ****** *** the ******* ** **** ******* ** the ******.

(2)
(3)
Avatar
Christoph Derndorfer-Medosch
Nov 09, 2020
Netavis Software GmbH

** **** **** ***** ** * solution ****************** *******, *** **'* **************.

(3)
(4)
JH
John Honovich
Nov 09, 2020
IPVM
(1)
MM
Michael Miller
Nov 09, 2020

**** *** ***** ******** ** ****** because **** *** **** *******. **** other ******* *** **** *******.