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 **** ******* ** *********** ********, *** ***** ***********.

[***************]

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

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

  1. ******** - ********* * *** ** ****** ** ***** ************* or *********** ***** ****
  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 ** ******** ***** ***

Login to read this IPVM report.
Why do I need to log in?
IPVM conducts unique testing and research funded by member's payments enabling us to offer the most independent, accurate and in-depth information.

Related Reports

Reseting IP Cameras - 30 Manufacturer Directory on Sep 22, 2017
Every camera has a reset button (well, almost) but it is not always clear what these buttons do, how long they need to be held, what settings they...
Startup Turing Video Segway-Based Security Robot Profile on Sep 13, 2017
If security robots can not replace guards, perhaps the next best thing is a robot the guard can actually ride.  Turing Video has raised $5...
Fail Safe vs. Fail Secure Tutorial on Sep 13, 2017
Few terms carry greater importance in access control than 'fail safe' and 'fail secure'. Access control professionals must know how these concepts...
Dahua and Hikvision Entering Access Control on Sep 05, 2017
Until now, Chinese video giants Hikvision and Dahua have held back releasing access internationally. Both companies have now pulled the trigger,...
Neurala Deep Learning Platform Profile on Aug 31, 2017
Find lost children? If Neurala has its way with its recent partnership with Motorola, that is the aim as shown in their video below: Neurala has...
BBC Featured Deep Learning Face Recognition Analyzed (Digital Barriers) on Aug 30, 2017
The UK's largest broadcaster, BBC, recently featured Digital Barriers (also based in the UK) on a segment highlighting face recognition technology....
IP Camera Specification / RFP Guide 2017 on Aug 14, 2017
RFPs are hard. Do them 'right' and it takes a lot of knowledge and time. Do them 'wrong' and you can be (a) unwittingly locked into a specific...
Rebooting IP Camera Statistics And Practices on Aug 10, 2017
Dahua cameras automatically reboot weekly, by default. Is this an innovation by the Chinese mega-manufacturer or a sign of a problems? 125...
Access Control Commissioning / Install Checklist on Aug 03, 2017
This 80+ point checklist helps end users, integrators and consultants verify that access control installation is complete. It covers the following...

Most Recent Industry Reports

Genetec Launches Cloud Access Control (Synergis SaaS) on Sep 21, 2017
Genetec's cloud everything expansion continues, with their announcement of Synergis SaaS edition, joining their cloud video offering Stratocast,...
Genetec CEO Warns Against Insider Threats on Sep 21, 2017
With Dahua and Hikvision cybersecurity issues becoming indisputable, a new counter has emerged. Just put them behind a firewall, buy cheap...
Automatic Door Operators For Access Tutorial on Sep 20, 2017
Opening and closing doors might sound simple, but it takes a high-tech piece of door hardware to pull it off. Integrating automatic door operators...
'Clowns' Allege Ubiquiti 'Completely Fraudulent' on Sep 20, 2017
A short seller has alleged Ubiquiti is 'completely fraudulent'. Ubiquiti's CEO has responded calling them 'clowns'. Here is the short...
Avigilon 'Blue' Cloud Entry Examined on Sep 19, 2017
Avigilon is moving to the cloud. The company announced their Avigilon Blue platform, designed to be a web-managed surveillance system, utilizing...
HID Buys Mercury Security on Sep 19, 2017
One of the biggest access control deals in years. Mercury Security, the most widely used access hardware OEM, and partner to 20+ manufacturers,...
Hikvision Backdoor Exploit on Sep 18, 2017
Full disclosure to the Hikvision backdoor has been released, allowing easy exploit of vulnerable Hikvision IP cameras. As the researcher, Monte...
Avigilon Touting 'Made In America' on Sep 18, 2017
Canadian manufacturer Avigilon, who completed a US manufacturing facility in 2015, is now running a marketing campaign touting 'Made In America',...
Cloud Guy Prints Book, Misses Irony on Sep 15, 2017
On-premise security systems are dead. But $75 print books are alive and well. Such are the lessons from Brivo's CEO new book "The Five...

The world's leading video surveillance information source, IPVM provides the best reporting, testing and training for 10,000+ members globally. Dedicated to independent and objective information, we uniquely refuse any and all advertisements, sponsorship and consulting from manufacturers.

About | FAQ | Contact