Anyvision Facial Recognition Tested

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Avatar
Ethan Ace and Rob Kilpatrick
Published Aug 21, 2019 14:33 PM

********* ******** *** $* ******* ** ******* by ****, ****** **$** ******* ** *******.

*** **** ***** *********** **** ** to *** **** **** **** *****?

IPVM Image

** ***************'* ****** ******** *****************:

  • *** **** ** ******* ** **** world ************ *********?
  • **** ** ***** ******** * ****** as * ********* ******?
  • **** ** **** ***** ******* ******* the *****?
  • *** ** ***** ********* ***** ** people ******* **********, ****, *******?
  • *** **** ** ******* ** ***** in *** ***** (~* ***) ** dark/IR (~*.** ***)?
  • **** ** ****** ******** ***** **** human *****?
  • ** *** **** ********* **** ** navigate?
  • **** ** ********* **** ***** *** systems?

*******

*********'* ******** ** ***** ** ** aggressive, ********* ** **** ***** ** possible ** *** ***** ** ****. In **** ** **** ** *******, this ******** ****** ** **** **** positives, **** ******** *********** ** ***** PPFs, ********* ******** *****, *** ** harsher ******, **** *** ***** ************.

*******, ** ******* **** * ***** number ** ***** ********** ** ********* objects **** ** ******, *******, *****, etc., (****** ***** ******* **** *** recognized ** ********). ************, ** ************* *********.

********, ********** ** ********* *** *********** usability ********, **** **** *********'* *** Windows/Linux ******* ** **** ** *********** issues **** ***** ***** *****, ********* out-of-date ******** *** ***********.

Detailed ********* / *********** ********

***** ** *** *****, *********'* ****** Tomorrow ****** *********** *** ******* *********:

  • *********** ** ***** **** **** ******:** *** *****, ********* *** **** to ********** ********* ******** ** ~**-** PPF ** **** *** ******, ***** pixel ******* **** **** ***** *********, generally ********* *** *** ** ****.
  • *** ***** ***************:****** **** **** * ***** ** testing, ********* *********** ********** ******** times ****** *** *******, ***** ***** default ********** ********* ** *.**, **** a **** ******** ** ***** ** 525, **** **** **** *** ******** passing ** ***** ** ***** *******. However, **** ** * ***** ********** compared ** **** ************* ** ******
  • *********** ** ********* ****** ***** ** well *** ******:*********** ** **** *** ****** *** most ********, **** ** ******* ******** with **** ********** ****** (*.**+) **** when **** ******** ******** >**° ***/** horizontal ***** ** ********* ** ** to **°, ******* **** ***** ****** recognition ********* ** **** ******, ***** performance ******** **** **** ****** ********.
  • *********** ******** **** *******, ****, ** hoods:****** *********** **** ** ****, **********, or ******* ******* *********** ********** (** 0.03-0.07) *** ***** ******** *********** ** well *** ******, **** **** *********** downtilt. *****, *******, *** ***** **** coverings *********** ******* ********* *** *********** altogether.

******** ********* *** *********** *** *** following ******:

  • **** ****** ** ********** ** ***-***** objects:** *** *****, ********* ******** ***-***** objects ** ***** *********, **** ** wheels, *********, *******, *** ***** *****, sometimes ********* ******** ** ***** *** day. ***** ********** **** ***** ********** as ****** *** ******** ******* *** be ******* ** *** **, *** users *** ***** **** ***** ********** to ** ******* *** ****** ********** in *** ****** ******* ********.
  • ** ******** *********:** *** *****, ******* ****** ** a ****** ** ******** ** ****** displayed ** ****** ******* ***** ** used ** ******* *********** **** ********** nearly ** **** ** *** ******* themselves ******** *** *****.
  • ********* *********** ** *** *****:** *** ***** (~* ***) ******, confidence ******* **********, **** *********** **** reliable ** *******, ****** ******.
  • ******** ****** ** ****/** ****** (~*.** lux):********* *** *********** **** **** ** detect *** ********* ******** **** **** directly ******** *** ******, ***** ******* angles, ** *** **** **** ********** IR ** (~*.**). ******* ****** ** subjects ******* **** ****** ******** ****** misses.
  • ****** ********* ******* ***********:** *** *****, ***-*** ****** ********** missed ************ ** ******** ******* ****** backlight, ***** **** *** ****** ********* confidence ******* ** ********, ****** *** scenes.

Significant ****** / *********** ********* ******

************, ***** **** **** *** ********* issues ** *** ********* ****** *** its *** ************:

  • ******** ****** ** ******:*********'* ****** ** *** ********* ** use, **** ******** ****** **********, **** as ******* ******, ************ ***********, ******* tool **** **** ******* *****, ** elements ********* *** *** ******* ****, unclear *********, *** ****.
  • *** ************ *** ** **** ********:*********** ****** ******** ** ***** **** as ********* ** ******* ******** *** of **** ********. *** *******, ** August ****, ********* ******** **** ********* XProtect **** ** *** ****, **** 2019 ******* ******** ** *** *** of *** *******. ************, ******* ******** Center *.* ** *** **** ****** supported *******, ***** *** **** ********** by *.* ***** ***** ****.
  • **** ******** ******:** *******, ********* **** *** ******** video ***** *** ******* *********/***********, ********* in **-** ****** ****** ***** ** viewing *****. ***** ** ** ****** to ************* ****** ****** *** ******* detection, *** **** ***** ****** ****** resources ** ****** ******* *******.
  • **** **** ******** ******:**** *********'* "**** ****" *** ******* (intended ** **** ***** ***** **** the ****** ** ******** ** *****), playback *** ******** ** ***** ***** totally ******. ********* **** **** ** possible ** **** ********* ***** ****** resources *** ******* *****, *** ** occurred **** **** **** *-* ******* were ***** ** *** ******.
  • **** *********** ****/** *****:********* ********** ** ** ******* ***** RTSP *** **** *** ******* ***** or *************.

******* ** ***** ******, *** ***** on *** *********** **** *********, ** is ****** **** *********'* ********* **** is ****** ** ** ******* ******** in *** ************** ** ******** ***** users *** ******* ***** ****** ** they *****.

*******

******** ** ****** ** $*,*** *** per *******, *** ********* *** **** of ****** ********. ************, ****** **** are ********, ********** **** ******** ** typical *******. *** *******, *** ***** card ********* ** *** **** ****** sells *** **** ~$*,*** *** *** handles ~* ***** *******. ** ****** systems ***** ***** ***** *** ** quickly ** ******** **** *** ****.

UI ********

*** ********* ** ** ********* **** several ****:

  • ****: *** **** *** ******** **********/************ as **** *****, *** *** ** scrolled ** **** **** ******. "****" detections *** ******* ** *-** *******, depending ** ****** ********** ****.
  • *********: *** ********* *** ****** ***** to ****** ******, ****** ** ***** streams **** ***** ** ********** (*** below) ** ****** *** ********* ***** from ******* *******.
  • ******: ****** ****** ***** ** **** events ** ******, ** *******, ** those ******** ** ******** ***** ****.
  • ***** ****: *** ***** **** *** is **** *** ********** ** ***** lists, ***** *** ** ******** ***** one ** * ****, ** ****, or ******
  • ********: *******, *** ******** ******* ** used *** ******/******** *******

** ****** *** ****** ** *** Anyvision ****** ** **** *****:

Configured ***** ********* ***************

***** **** ********* ***** ** *********-******** server ***** ***** *********** ********. **** cameras **** **** ***** ******* ********, with * ********* ** *.** *** recognition *** ******* **** **** ** 60. **** ******* **** ********* ** face ***** ** **-** ** ******* recognition ******* ** ***********.

***** ****** ***** *******, ********* *** recognition ******* ******** **********. ***** ******** were **** *** *** ******** *****.

Relatively ***** ****** ****

** *** *****, ********* ******* ******** 200-300 ****** ******** **** *** ****** of **** **** * ***** ** testing, ********* **+ **** ********* *** contractors, **+ ********* ** ***** ********** near *** *******, *** ***+ ******** to ****** **********. *** ***** ******** were ***** ** *********'* *********, ***** with ***** ********* ******* **** ***-*** unique ****** ** **** ********.

*******, ***** ********** *** ********** ***** compared ** **** ************ ********* ** likely ** ** ***********, **** ** schools **** ******* ******* ********, **** staff *** *******, ******* **** ********* of ********, *** **** ******* **** thousands ** ****** ********. ******* ** larger *********** *** ****, **** ***** recognition ****** **********.

Accurate ********* ** **** *** ******

** ***** ******* ******, ********* *********** was *****, **** **** ********** *********** of ********, **** ** **** **** lit *****:

IPVM Image

**** **** ******** ****** **** ** the ***** ** ***** *****, *********** was ***** **** **** **** ********** threshold.

IPVM Image

*******, ******** *********** ** ******* **** station ****** **** ************ **********, ******* shooting **** **** ****** ****** *** subject (******* ** ~*' ******) *** with *** *** ************ *** *****.

IPVM Image

Accurate *********** ** ***** **** ******* ***

** *** *****, ********* *** **** to ********** ********* ******** ** ~**-** PPF ** **** *** ******, ***** pixel ******* **** **** ***** *********, generally ********* *** *** ** ****. However, ********* *** *********** ******** ******* decreased ** **** ***** **********, ******** below.

IPVM Image

Recognition **** **********/*****/****

**** ******* ****, *****, ** *******, confidence *** *******, *** *********** ***** possible ** **** *** ******. ********** reductions ****** **** ~*.** ******* * hood ** ~*.** ******* **********.

IPVM Image

Scarves/Masks ***** *********

*******, ** *** ***** ********* *** unable ** ****** ***** **** ******** wore ***** **** *** ***** **** of ***** ****, ********** ** ***** conditions ** ********.

No-Detection-When-Face-Below-Eyes-Obscured

No *********** >**° ***** ** *********

***** **** **** ****** ******** *** identified **** **** ***** ** ********* was >**°, *********** ******* **** **** of *** *******'* ****, *.*., * person ******* ****** *** *****. **** was **** ** *** ***** ****** and ********** ** ***** ********.

IPVM Image

Reduced *********** ** *** ***** / **** **** **

******** *********** *** ***** ******** ** low ***** ******** (~***), ** *** not ******** *** ** *** ********* digital ***** ** *** *****. ****** walking ******* *** ***** **** ********** at *** **** ******/******* ******** ** the ****** *** ********** ******* ~*.** - *.** ****** ******** ** *** full ***** ********. *********** ** ****** angles ** *********/******** ****** *** ** the ********** ******* ***** *********.

** **** ****** **** ** ** (~0.02 ***), ********* ** ***** *** only ******** **** ******* ******** *** subjects ******** ******* ****** *** ******. Confidence ****** **** ~*.**-*.** ***** **** daytime **********, ******* ********** *** ********** of ***** ***** *********.

Wide ******* ***** ******

**** ******* ** **** ******* ****** such ** *** ***** **** ***** in *** ******* *****, **** *** cameras **** ************ **** ** ********* subjects. *******, ***** ******* **** *** or ********** ****** ***** ****** ** recognize *** ** **** ***** ******.

*** *******, *** ********** ***** *** taken ** *** **** **** **** a **** *** ****** *** * non-WDR *****. *** ***-*** *****'* ********** score ** ****** *.** ***** **** the **** *** *****, ********* ** a ****.

IPVM Image

Few ***** ***************

****** **** **** * ***** ** testing, ***** *************** **** **** **** when ********* *********'* *************** *** ***** their ******* ********** ******* ** *.**.

***** ************ **** **** ****** **** conditions **** ******* **** ****** (**** as ********* ****** *****), ********* ** borderline ********** ****** (*.*** *****, ********* 0.55).

IPVM Image

Pictures ** ***** ******* ***** *********

** *** *****, ********* ************ ******** a ******* ******* ** * ***** recognition ** * ****** **** **** in ***** ** *** ****** ** placed **** ******* ******'* ****, ***** below.

*** ********** ***** ** ***** ************ was ****, ** *** ***** ** normal ********** ** *** ****** ****** of ******** ** **** ***** (>*.**).

IPVM Image

**** ***** ***** ****, ********* ****** that******** ************ *** **** ** *** *** case *** ************ *** ****:

*** ******* ** *** ****** ******** system ** ** ****** *** ********* all ***** ** *** ***. *** other ***-***** **** ****** *******, ** have ******* ******** ********* ******* **** are ******** ** **** ******** *** hardware ** ********* ** * ****** standing ** ***** ** * ****** is **** ** * *******/****** *****.

***** ******* *** ********* *** ********* available *** *** ** *** **** some ******* *** ***** ** *******. Anyvision ****** **** ***** ******* **** be ********* "****."

Live **** ********* **** ***-***** *******

***-***** ******* **** ********** ******** ** faces, ********* ******, *****, *******, ****, mailboxes, *** ****. *******, ***** ******* were ******** **** *** ********** *** never ********** ** * ******* ** our *****.

********* ***** **** ***** ***** ******** for ********* ***** ******* ***** ** be ******** ** **** ********* *********, with *** *****-*** **** ********* ***** will ** ******** ** ********* *******.

********* ********** **** ********* ******* ** added ** *** ****** **** (** clicking * ****** ** *** ********* view), **************** ****** ********** ** *** ****** (number ** ***** ******* ***** *****).

IPVM Image

*******, ** **** *** ******* ******* objects **** ***** ********, **** ** tires ** ****** **** ********* ********, nor **** ** ****** **** ********* of *** ****** **** *** **** feed, ** ***** **** ******** ****** every ******** ********.

UI ******

*************, *********'* ****** ** *** ********* to ***, **** ******** ****** ******** at *** ***** ******, **** ** unclear ******, ************ ***********, ******* **** tips **** ******* *****, ** ******** scrolling *** *** ******* ****, ******* functions, *** ****.

***** ********* *** ****** ** ******* training ** ** ********* *******, ***** issues *** ****** ** ***** *********** among ********** ***** ** ***** *** to *** ******.

** **** ** **** ** ***** issues ** **** *****:

Playback ****** ***** ******* ********

** *******, ********* **** *** ******** video ***** *** ******* *********/***********, ********* in **-** ****** ****** ***** ** viewing *****. ***** ** ** ****** to ************* ****** ****** *** ******* detection, *** **** ***** ****** ****** resources ** ****** ******* *******.

** **** ** **** ***** ** this *****:

GDPR **** ******

********* ******** ** ****** *** "**** Mode", ** ***** ***** ** ******** other **** *** ****** ** ******** are ******* **** *******/*********** *****. *******, we **** ****** ** **** **** feature, ** *** **** ****** (********* and ******** ** *********) ***** *** export ***** **** **** **** *** enabled. *******, ***** ********* ****** ******, with **** ***** ******:

IPVM Image

Current *** ******* *********** *** *********

*** ** *********'* ******** ** ** issues ********* ***** ** ***** ***** VMS *********** ** ******** *****, ********* Miliestone, *******, *** ****. *******, ** were ****** ** **** ***** ******** as ********* **** *** ******* ******* versions.

** *** **** ** *** **** in ****** ****, ********* ******** ********* XProtect **** ** *** ****, *** does *** *** ******* **** **/**. Additionally, ******* ******** ****** *.* ** the **** ****** ********* *******, ***** has **** ********** ***.* ***** ***** ****.

************, *** *** *********** ** ******* and ****** *********** *** **** *********** integrators. *** ********, *** ********* *********** requires ******** ********** **** ** *** XProtect ***** ******, ******, *** ****, which *** *** ***** ****.

RTSP *********** **** / ** *****

****** *********** ** ********* ** ********* using **** ******* ****. **** ** not ******* ***** ** *** ********* mechanism. ***** **** ***** *** **** stream ***, ********, *** ******** *** each ******.

IPVM Image

Versions ****

********* *.** *** **** ** *** tests.

******* *** ********* ***** ******* **** Avigilon, ****, *****, ******, *** *********.

Comments (33)
UI
Undisclosed Integrator #1
Aug 21, 2019

** ****** ********* **** **** **** winter. ** ****** **** ***** ********* with **, ** *** * *** I *** ** ******** ********** **** Facial ***********.

** **** *** ***** **** ********* on *** *********, *** **** * series ** ***** ****** ******** (**, I *****?). ***** * *** ** identical **** *****. ** ****** ****** accurate, ****** ***** ************ *** **** up. ** ** ******** * *****. Sometimes ***** **** **** ** ******* on *****, *** ** *** ***** twin ** ****.

* **** * ******* *****, *** found * *** *** **** ***** hits. ***** ** *** ****** (*** winters **** *** ****) * *** of ****** **** ******* ** *****. It ****** **** ********* ****** **** glasses *** ****** ******/***** ***** *** registered ** **. *** ** ** bosses *** ********** ****** *** ********. But * ***** ** ****** **** through **** ******** ** ********.

**'** ***** ***** ******* *** **** long *** **** ******** ******* *** ordering, *** ** ***** **** *** company ** ***** ***** **** ******** for * **** ** *** ****** stores.

**** ****!

(2)
(4)
Avatar
Ethan Ace
Aug 21, 2019

*************, **** ** *****, * ********* have *** ****** ********** ** ****** in *** ******. ***** ****** **** facial **** *** *** **** *** length * **. * ******* *** out ** ***** *.**-*.** **********. ***** people **** ******* **** *** ***** often *** ** *.** *** *****, and *'** **** **** ** **** at *.**+.

(3)
(1)
UI
Undisclosed Integrator #1
Aug 21, 2019

** *** *** **** *** **. I ********* ****** *** *** ****** confidence. *** *** ***** **** **** always **** ****** **** *** *********. I ***** ** *** ***** ** had **** ** ** *.**, *** we'd *** * ***** *** *** me ** **** *.**, ** **** 0.575

(1)
U
Undisclosed #4
Aug 21, 2019

*************, **** ** *****, * ********* have *** ****** ********** ** ****** in *** ******.

* ****** ******* **** ***** ***** INCREASE ********** ********** ;)

(1)
(5)
Avatar
Ethan Ace
Aug 22, 2019

****** *** ******** ** "****** **********" joke!

(1)
(3)
Avatar
Blake Murphy
Aug 27, 2019

**** ***** ** *** **** ******** you **** * ******** *****

(1)
UM
Undisclosed Manufacturer #8
Aug 22, 2019

******* ****** *********** ****** *** *** try ******* ** *** ********* ****** recognition ******.

(1)
UM
Undisclosed Manufacturer #2
Aug 21, 2019

***** ****, ****! ******* ** ** your *******, *** ***** ******* *********'* claim ** ***** ******* **** ** works ** "*** ***** *** ** any ***** *********" *** **** **'* "plug *** ****"?

****, ******* ** **** ****'* ******** about *** *** ******* ******** ********* from ****'* ********** ** ***** *******.

******, *** ** *** ***** ***** recent ********* **** ****** **** ****** the *********** ** *********?

********* ******* *** ********** ** ******* Facial *********** ‘****** ** ************’

(5)
(1)
Avatar
Ethan Ace
Aug 22, 2019

* ******'* *** ** ***** ** any ********** *** ***** *********. *** ***** and *** ********** *********** ******** ******** to ** ** * ******* ***** in ***** ** ********* ********. ***** harsher ******** *** ** * *** of ****** ** ***** **********. **** being ****, ** ** ******* ** working ** ******* ****** *** ** lower ***** **** ****** ** **** seen/tested.

** ******** ***** ** **** *** Forbest ******* ** ******** ** ****** Microsoft's *********** ** ***, *** *'** leave **** ** ******* **** ************* in **** **********.

(2)
UE
Undisclosed End User #3
Aug 21, 2019

***** ****! ** ****** ** ********* AnyVision ** *** **** *** *****, and **** **** ********** **** ** my **********.

(1)
UE
Undisclosed End User #5
Aug 21, 2019

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

****** **** ************* ********** ** ****** Palestinians ** *** **** ****

****** **** ************* ********** ** ****** Palestinians ** *** **** **** : NPR

(1)
(1)
(3)
(2)
(1)
U
Undisclosed #6
Aug 22, 2019

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

*** *** **** ******* *** *** of *** ******** ********* **** ********* cameras, ***********, *** *** ******* ** the ***** *********, ***/*****, ******/******* ****** and *** ********** **** ***** ** instant ******** *******?

****: * **** *** *** ** hands ** ********* ** ** ***. Do **** **** **** ******* *** live ******? **** ** ****** *********** or *** *********?

****** *** *** ********. /********!

UI
Undisclosed Integrator #1
Aug 22, 2019

** *** **** ****** *** **. We **** **** *** ****** *** resolution *** ***** **** *** **** taxing ** ***** ** ** *** system. *** **** *** **** * laptop ******** ** ****. ***** *********** specs **** ****** ****.

(2)
U
Undisclosed #6
Aug 22, 2019

****** *** *** ***** **#*, * suspected *** *********** **** **** *********** on * ******* *********** ********* ******.

Avatar
Ethan Ace
Aug 22, 2019

**** *** *** "*** ** *** hardware" ** *** **** ****** ********? Are *** ******* *** *** ****?

** ***, * *** *** *** any **** ****** ** *********** ** the ****** ******** ***** ** ******* in **********. ** ****** **** ********* framerates *** ****'* *** **** ********** in ****** ********, ****** ** *** not **** ** ** ** *****.

*** ****** *** ******** ** ********* as ** ****** ** *** **** spec *** ******** ** *** ************* was *** * ***** ** **********. The *** ** *** ****** ** an ****** **** ** *** ********* to ********* ** ****'* ** ****** 5-6 *******, ***** **** ******* ** our *********** ** ***** ** ***.

*********** ** *** ****. *** *** add ******* *** ** * **** or *** ***, *** *** **** manually ***** *** **** ****** *** credentials.

**'** ***** **** ** *** ******, thanks *** ******!

(4)
U
Undisclosed #6
Aug 22, 2019

***********!

***** ***!

UI
Undisclosed Integrator #7
Aug 22, 2019

***** ****** ***** *** **** ******! I **** **** ******* *** **** to ******* ******* ********* ******* - tagging ** ********** ***-****** ******* *** all. *** ******* *** *** *** dissimilar. *******, ******* *** *** ******* of *** ****** * *** ***... basic, *** *** ***********. ** ***** flesh *** ******** *** *** ********. On *** **** **** ** **** works **** ** *** ******* *** requires * **** ******* *** ** Panasonic *******. *******, *** **** ** massively ********* *** ********** ************ *** greater. **** *** ****** ** ****** 1/4 *** ***** ** *********. ******* does **** * **** **** ******* set ** ******** ******** ** ********** advertisements.

**** ** *** ** ** *** FacePro ** *** ****** *********** ******** a ********* ***... ******* **** ** true *** *** ********* ** ******* at **** *****. ********* ***** **** bold ****** ***** * *** ********** to *** ****** ** * ********* third *****.

(2)
(3)
DD
Dan Droker
Aug 27, 2019
LONG Building Technologies • IPVMU Certified

**** * *** ****** ** ******** based ** *** ******* ** **** done **** *********:

... ** *** ***** ********* *** unable ** ****** ***** **** ******** wore ***** **** *** ***** **** of ***** ****, ********** ** ***** conditions ** ********.

** ***** **** ****** *** **** visible ****** ** ** ***. **** the **** *******, ** **********. ***, we ***** ***** *** ***** *** chin *** ** ***** ****, ** cover *** **** *** ******** *** it ***** ****.

...*** **** ****** (********* *** ******** by *********) ***** *** ****** ***** when **** **** *** *******.

** **** *** *********** **** *****. The ****** ******** ****** **** **** mode ** ******* (***** *** ** done ** *** ***), *** ** has ****** ******** *** **.

** ***** ****** ************ **** ******* if ** ***** ****** ******* ********* images *** ********. ***** *****, **** lit ****** ***** **** ****** ** from ****** ***** ** ********* ****** produced ****** ******* ** **** ********* circumstances **** ********* ** ***** **** the ** *** ******** * ******* based ****** ****. ******** *** **** multiple ********* ******, ** *** ***** start **** * **** **** ******* in *** ****** *** *** ****** images ** **** ****** *********. (****** another ********* ** *** ** ** that **** ***** *** ******* ********* images *** * ****** *******, ***** appears ** ** ** *** ** see *** **** **** ***'* *** on *** ******.)

(4)
UI
Undisclosed Integrator #1
Aug 28, 2019

* ***** * ******** *** ********* engineer ****** ********* ***** **** ** have * **** **** ******* *******, as *** **** **** **** ****** media ** ***** **** * ****** what ****, *** **** ** ***** one ******* **** *** ** ******* camera.

** *** ****, ** *** *** employee *** ** *** ** *** system *** * ******* **** * cell *****, *** **** **** ***** a ******* **** *** ******** ****** and ** ****** *** *** ****** capture ****. **** **** **** ******, looking ** *****, ******* * ***, so ** *** ** *****.

* ** ***** **** *** ** part, ** *** ** ****** ***** reference ****** ******. **** *** **** kind ** ***** **. * **** they ****** ****. **** ** *** our **** *** **** *** ** remove * ********* ***** *** ** delete *** ******* *** **-******.

(1)
Avatar
Salvatore D'Agostino
Aug 28, 2019
IDmachines

******** **** ***** ******* ** ******* at ****, *.*.*****************************(*** ****** ******** *********). * ****** when *** **** ****** *** **** is ** **** ** ********, *** example ********** ****** ***** ** ***********.

JH
John Honovich
Aug 28, 2019
IPVM

**** *** **** ****** *** **** is ** **** ** ********

* ***'* **** *** **** ** the **** ****** *** ** ****, a *** ** *** ******* **** people *** ** *** * ******* solution. ** ***** ** **** ****** was ** ****** ****** ***** ** good ** ******* *** *********? ***** but ***** ** * *** ** value ** ****** ** **** ** use, ********** **** ******** ********, ****** on ***************, ***.

Avatar
Salvatore D'Agostino
Aug 28, 2019
IDmachines

* ***** ****, **** * *** pointing ****** ** * ******** ** FR **********, *********** * "******" *****, it *** ** **/********* ******, * was *** ******* ***** ***** ************. It *** * ************ ** *** oft ****** ***** ** ****** **/*********.

** **** ***** ** ******* ******* differentiation ** * **** ***. ** (when * *** ******** ** ** a ******** ****) **** ** ******* on ********* (************, ***** ********** ************) and ********** ( ****** ****** *** correlation), **** ** ******* ******* ********* . ***** ***** *****, ** ** should **** **** ** *********, *******, security *** **************** *** *** *** and ******* ******** *** *** ****.

Avatar
Salvatore D'Agostino
Aug 30, 2019
IDmachines

***** ***** *****, **** ** ** excerpt **** ****** **** ******** ** an ******* ***** ****-****** ****** *** focus ** ***********.

Using ********** **** ****** ****** ********

****** **** **** *** *** ******* their *** ****** ********, *** ******* use ****-****** ********* (*.*. ******, ****** R-CNN). **** **** ***** ********* *** able ** ****** * ****** ****** 400ms ** ***** **** ** ******, at ~**'/*** *** ~*****. **** ***** their ********/******** ********* ** ******* *** behavior ******** *** ** *** ***** pose *********, ******** **** *** *** resources *** ************* ****** *** ****.

JH
John Honovich
Aug 30, 2019
IPVM

******* ***** ****-****** ****** *** ***** of ***********

** **** ****** ** * ****** of ** ******** ***** **** ****** models. *** ******** ** *** **** adapting / ********* **** ****** ****** can ** ** **** *********** *******. For *******, *** *********** **** ********* YOLO, * **** ******* **** ******* AI ****** ******** **** ******* * company,****, **** ** ********* *********** ********, which **** ***** ** *** **** efficient. ** *** ******* ** * profile ***** **** ** ****.

(2)
(1)
Avatar
Salvatore D'Agostino
Aug 31, 2019
IDmachines

***, ********** *****, *** ****** *** adapt *** **** ** ****. ** use ***** * *** **** ****** tools **** ****** *** *** ***** is **** ** *** ** ***** of *********, *********, *** ********* ************* and *********** *'* **** ** ***** our **********. * ***** ** *********** comparison ** *** ************* ******** **** technology **. ***********. ******* **** ******** open ****** ** ** ********* ** advance *** ************* ** *** ***** of *** ****. **** *** ********** be ****** ** ** **** ** be ****** ***********, ****** ***********, ******* and *** ****? *********** ***** *** thanks *** ********.

Avatar
Salvatore D'Agostino
Aug 31, 2019
IDmachines

***, ********** *****, *** ****** *** adapt *** **** ** ****. ** use ***** * *** **** ****** tools **** ****** *** *** ***** is **** ** *** ** ***** of *********, *********, *** ********* ************* and *********** *'* **** ** ***** our **********. * ***** ** *********** comparison ** *** ************* ******** **** technology **. ***********. ******* **** ******** open ****** ** ** ********* ** advance *** ************* ** *** ***** of *** ****. **** *** ********** be ****** ** ** **** ** be ****** ***********, ****** ***********, ******* and *** ****? *********** ***** *** thanks *** ********.

UM
Undisclosed Manufacturer #9
Oct 21, 2019

********* ** ******* **** **** *** work **** ** ******* *** *** - **** ** *** **** **** your **** ******* **** *** ******* - *** *** ******* ****?

** ***** ********* ***** ***** ***** integration **** **** - **** *** a **** ******** **** *********.

Avatar
Rob Kilpatrick
Oct 29, 2019
IPVM • IPVMU Certified

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

  1. ** *** *** ** ***** ******* using ********** **** **** **** ** our ********* **** ********, *** ** depends ** *** ********* ***** ** analytics *** ***** **** ** *** on **** ** *** *******. **** testing *** ********* ** * ** "off *** *****" ******** (**** ** offer *** **** *** *****) **** was **** ** *** * *******, much **** ** ******** ** * rack-mounted ******.
  2. ** **** **** *********** **** ****.
Avatar
Ethan Ace
Oct 29, 2019

***** ** *********** ** **** ** supported *** *** **'* *** ** in *************/**** ***** *****(*** ****), *** ****** ** *** way ** *********** ** ***'** ****** to **** *** ******** ** **** it ***** **** ** ****.

JK
John King
Dec 23, 2019

***** **** *** ********* *** **** initial ******** **** ** *** **** we ****** ** **** ****. **'* my ************* **** *** *** *** and ******* *** ** ******** ** released ****.

** **** * **** ** **'* deployment *** ***.... ******* ** ***** AV ** **** * **** *** system, ** *** ********* ** ** an "************ ******" ****** ** ** overlay ** ******** ****** ******* *******. AV *** ******* ************ **** ******* access ******* ******* (********, *******, ******** House, ***..) **** **** **** ******** face "****" ** *** ****** ******* system ** *****/**** ******. ***** * little ******** *** **** ******, *** systems **** ****** **** ********. ** have ******** ** ** *****, **********, and ******* ***** *** *** ********* absolutely **** **!

JH
John Honovich
Dec 23, 2019
IPVM

** **** ******** ** ** *****, turnstiles, *** ******* ***** *** *** customers ********** **** **!

****, ****** *** *** ********! *** often ** ******* ****** ********? **** or ** ** ** **** **** it ** *** ** *****?

KS
KV Swami
Mar 26, 2020

** ****,

*** *** ***** *********'* ****** ******** offering *** *** "********-**** ******" *********** you ********* ** *********'* ******* ********? If *** *** *****, * ***** like ** **** **** *** *** are ***** **** ****.

******,
** *****

UD
Undisclosed Distributor #10
Feb 06, 2020

***$**** *** ******* * ***** **** expected **** ****** **** *******.