Nvidia For Video Surveillance Examined

Author: Brian Karas, Published on Aug 23, 2017

Nvidia is making a big push into the security market, claiming more than 50 partners, investing heavily in industry events, positioning their GPUs as the workhorses of deep learning applications.

However, Nvidia offers multiple product platforms, including Tesla, Jetson, etc., based on different GPU architectures such as Pascal or Maxwell. It can be difficult to understand how these components are used in video surveillance systems (e.g., what to use in a camera vs server vs the cloud, etc.).

In this report, IPVM reviews Nvidia's products related to surveillance, including where the various Nvidia product lines are most applicable, how they compare to alternative products, and their limitations.

****** ** ****** * *** **** **** *** ******** ******, claiming **** **** ** ********, ********* ******* ** ******** ******, positioning ***** **** ** *** ********** ** **** ******** ************.

*******, ****** ****** ******** ******* *********, ********* *****, ******, ***., based ** ********* *** ************* **** ** ****** ** *******. It *** ** ********* ** ********** *** ***** ********** *** used ** ***** ************ ******* (*.*., **** ** *** ** a ****** ** ****** ** *** *****, ***.).

** **** ******, **** ******* ******'* ******** ******* ** ************, including ***** *** ******* ****** ******* ***** *** **** **********, how **** ******* ** *********** ********, *** ***** ***********.

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Training **. *********

*** ******* ******** ******* ** ***** ** *** ******* ***** the *** ** ***** **** ***:

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  2. ********* - ********* * ***** ***** (** ******* ** ** image) ** ******* **** ** ******** ** ******

******** ** **** ********* *** ****-********* **** ********* ** *** typical ******** ***********, *** **** **** ** *** *** **** processing *****. ** ******, *** ***** *** *** ** **** for ****** ********, ****** ******** ** **** *************** ********* *** a *** ********* *** ******** ************ ***** ****** ** ******** for *********.

Product ******

*** ********* ***** **** ****** ***** *** **** *** *********** their ******** *** ************ ************:

**** **** ** *****, *** ***** ***** ******** ** ********** compute *****, ***** **** ***** ** ********* ** ****** ****, higher ***** *****, *** ****** *********.

GPU *************

******* ** *** ***** *********** ********** ** ***** *****/******** (*.*.: Pentium, ****, ****), ****** *** ***** * ******* ********. ****** has ***** *** ************* ******** **** (****** **** ******/**** ******** to ******/***** ********):

***** ******* ********* ***** **** ** ******** **** *** ********* GPU *************. *** ***** **** *** ********* *** **** ** discreet **********, *** *** ***** ***** ****, *** ******* **** to **** ** **** ** * ****** ******* ******** ** final *******, ********* ** *** ******** *** ****.

Product ********* - **** ******** **** ***** **********

*** ***-***** ******** **** ********** ** ***** ************ ***:

  • *****- *** **** *** *******
  • ******- ****-***** *** *** *******
  • ******* ***- ***-******* ******** *****
  • ******- ****** *********** *** ******** *****
  • ***- **** ***** ******** ******** *** ********* **********

**** ****** ** **** ** ***** ** ********* *****.

Tesla - *******/****

*************** ** ********* *** **** ****** ****** *** ************ *****. It ** ********* **** ** * **** **** ** ** installed ** * ******, ** ** **** ******** ** *********** a *** ****, ****** * **** ****** **** ********** ********'* ****** ***, ***** ****** ****** ************ ********* ** **** ********* *** specialized ************.

****** *** ** **** *** **** ********* *** ********, ********* on *** *****. *** **** ****** ****** ********* ******** ** surveillance ************ *** (****** ********* *** ********, *=*****, *=******):

  • ****- ******* **********, ******* *****, ******** ** ******** *&* ************ requiring *******-********* ********. ~$**,***+
  • ****- ******** *** ******** ***, ~$*,***-$*,***, ********* ** *****/*********
  • ***- **** ******* ********/*********. **** ** **** ***** *******, ******* that ***** ** ******* ******** ** **** ** *********. ~$*,***
  • **- ********* ************, **** ****** ** *** ******* ** ********** offering ****-******** ************ (*.*.: *********** ******, ******** *********). ~$*,***

***** *** ********* *************** ***************, ****** ***** *** **** ******** **** ** ***** ************, particularly *** ****** ****, ***** **** ********** **** ** ******* compute ************ **** ******* ********/**** ********.

*******, ***** ***** ** *** **** ****** ****** ***, ****** is *********** *** ************* ** **** ******** ** ** *******.

Jetson - *********** *******

******** ******'* ****-************ ****, ******** *** ******* ******* **-***** ****-******** analytics. ***** **** ** *** ******, *** *** (******* ************) and *** *** (****** ************).

***** *** ****** ****** ** ****** ********, ** ** ****** ($250 - $*** ***** ********* ** ******), *** ****** ***** (50 ** * ** ** / ~*" * *.*") ******** to *** *********** ********* ***** ****** ****** ************ *******. ******** seen ** ******'* ***** **** ***** ***** *** ****** ******* were ********** ****** **** ******* *******. *** **** **** ******* the ****** *** *** **** **** **** ******** *******, ****** it * **** ****** ********* ** ******* ** * *****-****** market.

GTX - ******** *****

*** ******** *********** **** **** ******** *****, *** *** *** intended *** ****-******** *** ********, ** ****** **** *** **** these *** *** **** *********** *** ************* ***** ** *** Tesla *****. *******, ***** ***** ***-**** (********* ***** $***), *** the **** **** *** *** **** **** ** **** ** the ***** *****, **** ************* *** ***** *** ***** ** servers.

Quadro - ******** ******** *****

****** ***** *** * **** ** **** *** *****. **** are *********** ******** *** ******* *********** ************, **** *** ******* market ***** *** ***** **** *** ********* ** ** ********. However, **** *** *** ******** *** **** ********* *****, *** have * ****** ******** **** *** *** *****, ****** **** more ******** *** ******* **** *********** ****** ** * ***** is ********, *** ***** **** ** ***. ****** ***** ********* range **** $***-$*,***, *** *** ** ****** *** ******** ******.

******** ********** ****** ***** *** *************** ****************.

DGX - **** ****** / ******** *&*

******-****** ** **** *** ******** **** ******* ******* ** ******* data **** ** ** ********. ****** ***** **** ~$***,***-$***,***, ****** it **** ********** ** ************* ******* ******* ** ****-********, *** developing ******** ****** *** **** ******** **** **** ** ********* seen ** *** ******** ********. ** ** *********** ** ***** Xeon-based ****** **** ** ** * ***** **** *******.

GPU ***** - ***** *********

****** ** **** ********* * *** *****, ***** ********* ******** ** ** ****** *** ******* (***** than *** ****** *******) ** * ******, ***** ********** *** run ************ **** ******* **** *** ************. **** ******'* *** cloud, ** ****** ****** ******* ********, ***** *** ******** ****** GPU ********* *** *****-**** ** ****-**** *****. *** *******, * developer ******** ** *********** ******** ** *** ** * ****** module ***** *** *** ***** *** *** ********* ******** *******, and **** **** *** ****** ** *** ******** **** ** the ***** ** *** ** *** ****** ****** *** *********. Developers ***** **** ***** ***** ********* ********* **** ******* ***** clips **** ******* *** ****** ********* ** ***** ********, ********** the **** *** ********* **** ** *** ******, **** ** the ******** **************.

Rival *** *******

***, ******** ********** ** **** ****** *** ***** **** *** developed * **** ** ***'*, ****** ***** ******** ** **** more ******* **** ******'*. *** ********* ****** * ******** ** the****** ********** **** ** * **** **** ******, ****** ** ********* suited *** *********** ********** ************ *** ******* ********** ** ****** Tesla *****. *** *** **** * ****** ********** ** ****** in *** ******* ****** *** ***-***** ***** *****, *** ** have *** **** *** ***** **** *** *** *** ********* GPU-specific ***** ******* **** ***** *** ********* ************.

*****'* *********** ******** *** ****-***** ********** ******, ********** ***-***** ***'* *** use ** ***** *******, ******, *** ******* *******. *** ******** chips **** ******** ************ *** ***** ************, *** ******* ***** capabilities ***** ** ******** *****, ***** *** ****** ****** **** Nvidia ** * **** ******* ******* ******. ***** ***** *** lower ******** ********* **** *** ******** ***** * ********* ****** competitor ** ******.

Nvidia **********

****** **** *** ************ ****** ** ** *********** ** **** their ******** **** ********** ******** ********. *******, ****** ** **** used ** ***** **** ** ******* **** ****** *** ***** products, ***** ** ********* ** ** ** ********. **** *** price ** * ** **** ***** ** ******* ***** ** the **** ** *** **** ** *** ******** *** *** server ** ** ********* **. *****'* ******* ** *** ******** industry **** ****** ** ****-******** ********* ******* ****** ******** **** have **** ********* **** **** *** *****, ***** *** ******* has ****** ****** ******* ****.

Comments (8)

Undisclosed #1

08/23/17 04:16pm

***** ******* *** **** ********* ** ******. * *** *** even ***** ** *** ***. ** *** **** ***** ** a ****** ** **** ******** *** ************ ** ** ****** hype ** **** *****? *** *** *** ** *** ***** it ** ****** ********* ***** ****** ** *********?

Thumbnail brk1

Brian Karas

IPVM | In reply to Undisclosed #1 | 08/23/17 04:38pm

*****, * ** ***** ***** *** "***** ******" ******** ******* available.********'* ********** ******, **********'* ***,****'* ******** ******, ***. **** ** ***** **** **** ******* ********** ** the ********, *** **** *** *** "******" *** ***** ****** applications.

******, *** **** ************ *** ****** ***** ** ****, ** the **** ** **** *** ****/**** ****** ********, ** ************ that ** **** *** *** ****. **** ******** ****** ****** help ** ***** **** ** *** ****** ************** ******** (******* out *********** ***** ** *** ***** **** *** ***-***********). ******* deep ******** ** ******* ********** ** ** **** ***** ********** and ************ ********/************ ******** *** **** ** **** **** *********** wave *** ******* **** **, *** ** ** ***** ******** of * *******-**** ******.

****** *** ****** ***** *** **** ********* ******* ** ******* datasets (*.*: **** ** * ******* ** * ***, **** is * ******* ** * ****** ****, **** ** * picture ** * ******), *** ******* ***** ******** ** ***** companies *** ********** ************. ****** **** **** *** ******* "*****'* Law" **** ** ************ ** ****, *** ** ***** ***** to *** ***'* **** **** ***-******* *** ****** ************ ************. Making ** ******** *** ********* **** **** ****** *********-********* *&* people ** **** *** ******** **** ***** ******** ********* ********* for * ******** ** *** ****. **** **** *** ***** you *** *********** * ****** **** * ********** ** *******-********* components **** **** **** **** **** *********** *****.

Thumbnail sl emc2

Steve Lewis

In reply to Brian Karas | 08/28/17 02:47pm

******** *** **** ********* ** *** ******** ** ******'* ***** GPUs. ** **** ***** *** **** *** ****** ***** *** heavy ******* ** ********* *** ***********. *** **** **** ** Ubuntu **.** ********** ***, ***, ***** ****, ****** ****, *** 1050 *** ***** ****** **** (*****://*********.******.***/****-****).

Undisclosed Integrator #2

08/23/17 09:20pm

********* ** *** ** ********** **** ********* *** ******/********* ************** partnership, ** *********'* *** "**** ********" ****.

** ********* ******* ******* ** ********** ****** ********* ** ***** it ***** ** ******* **** ******* *** *** ********** **** of *** ******** ********.

---

*****://****.***/*******/*********-******

*****://****.***/*******/***-****

Thumbnail brk1

Brian Karas

IPVM | In reply to Undisclosed Integrator #2 | 08/24/17 12:04pm

********* ** ***** ********* ***** ** ** ***** **** ******** ***, ********* ** Nvidia. ***** *** ***** ** **** ****, **** **** ****** discounts, *** "** *****" **** *** ** ***********, ********** **** you ******** ********* *** *** ********* ** * ***-**** ********, and *** ***** ** **** * *********** **** ** *** unit, ********** ********.

*** ******/********* *********** ** **** *********** *******, *** ***-* **** Hikvision ****** *** ** **** ** ********** ******** *** ***'*, but ********* ***** *** ** ** *** **** ******** ***********, feed ** *** ******** ****, ***. **** **** ***** ***** "partnership" *** *** ********** **** ***** ******* **** ******, *** Nvidia *********** **** *** ************* **** ***** ******* *******, **** still **** ** ** *** ***** *******.

Undisclosed Integrator #2

In reply to Brian Karas | 08/24/17 12:17pm

* ************* ***** **** ***. ********* ***** **** ** ** a *** ** *** ***** ******* ****** **** **** **** off *** ******. **** ***** **** ** **** **** ** put **** ** * **** ***** *** *** ******.

Thumbnail marty2016

Marty Calhoun

IPVMU Certified | 08/24/17 03:12am

***** *** # *

Dennis Ruban

08/29/17 03:18pm

**** ******* **** ** ********* **** ******** ******** *** ** all? **'** ***** ** *** ******* ***** *********, *** *'* wondering ** * ****** **** *** ******** ******** **** ** rely ** ******** ***** ***

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