Camera Analytics Shootout 2020 - Avigilon, Axis, Bosch, Dahua, Hanwha, Hikvision, Uniview, Vivotek

By: IPVM Team, Published on Jan 22, 2020

Analytics are hot again, thanks to a slew of AI-powered cameras, but whose analytics really work? And how do these new smart cameras compare to top non-AI analytics?

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In this report, we compare and contrast 15 different camera analytics from 8 manufacturers from our tests:

Inside, we cover:

  • The best, average and worst performers overall
  • The top 3 best performers compared in detail
  • The weaknesses of the average and worst performers
  • How the competitors resisted outdoor false alerts (e.g., foliage, small animals, shadows/lights, rain)
  • How the competitors handled indoor false alerts (i.e., shadows, lights, and flashes)
  • How well analytics detected subjects running and crawling
  • How accurately objects were classified as vehicle, human, etc.
  • Who delivered the greatest range (ranking pixel density / PPF requirements)
  • What specific detection issues each analytic had
  • Who was better or worse at configuration and calibration
  • How VMSes supported (or not) these cameras analytic events

********* *** *** *****, ****** ** * slew ** **-******* *******, but ***** ********* ****** work? *** *** ** these *** ***** ******* compare ** *** ***-** analytics?

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** **** ******, ** compare *** ******** ** different ****** ********* **** 8 ************* **** *** tests:

******, ** *****:

  • *** ****, ******* *** worst ********** *******
  • *** *** * **** performers ******** ** ******
  • *** ********** ** *** average *** ***** **********
  • *** *** *********** ******** outdoor ***** ****** (*.*., foliage, ***** *******, *******/******, rain)
  • *** *** *********** ******* indoor ***** ****** (*.*., shadows, ******, *** *******)
  • *** **** ********* ******** subjects ******* *** ********
  • *** ********** ******* **** classified ** *******, *****, etc.
  • *** ********* *** ******** range (******* ***** ******* / *** ************)
  • **** ******** ********* ****** each ******** ***
  • *** *** ****** ** worse ** ************* *** calibration
  • *** ***** ********* (** not) ***** ******* ******** events

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

Performance ********

***** ** *** *****, analytic *********** ***** **** four ******:

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  • *** **********:********'* ** ****-******** *********, Bosch ***, *** *****'* Analytics+ ******* ********* **** in *** *******, ************ rejecting ***** ****** **** common ******* ******* *** out, **** **** *****/***** than ******* *** ************.
  • ***** *******:********'* ** *********, **** Perimeter ********, ********* ********** and ********, *** ******* SMD *** ********* ***** average ** *** *******, rejecting **** ***** ******, though **** **** *** limitations. ********'* ** ********* drastically ******** ********* ******** at *****, *** ** issue ** ** *******. Axis ********* ******** ************ suffered **** ***** ****** caused ** ********** *** occasionally ********* ** ****** objects **** ** ****** doors *******/*******. ********* ********** and ******** **** ******** from ***** ****** ** small *** ***** *******. Finally, ******* *** ********* well, *** **** ******** people, **** ** ****** for ********, **** ****** PPF ************ **** ******.
  • ******* ***********:****' ****** ***** *** VMD4, *****'* ********* ***** Analytics (***), *** ******'* Wisenet * ********* *** performed *********, **** ******** false ***** ******, *** a **** ***** ********* analytics **** *****, *********, and *******.
  • ***** ***********:*****, *********, *** ******* analytics ************ ********* ***** in *** **********, **** increased ***** ***** *****, shorter ********* ******, *** fewer *** ************. ***** analytics *** ****** ** be **** ** *** to *** ******* **** these *************' ****, ** they **** ********** ******* "dumb" ****** ***, *** for ******* *** *** integration **** ***** *******, they *** *** ********* options.

Top ********* ***************

******* ** ********'* **, Bosch ***, *** ***** Analytics+ ** **** ******, there *** ******* *** differences ******* *** *** performers ***** ****** *********, detailed *****.

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  • ***********, ********* ******** *** Dahua:********'* ********* *** *********** "self ********", ********* ***** simply ** **** ****** a **** *** **** a ********* **** ** many/most *********. *********+ **** requires ***** ** ****** the **** *** ****** people ***/** ******* *********. By ********, ***** *** requires **** ******** *****, with ***** ******** ** measure *** ****** ** objects ** *** *****, and ** ****, ******* objects, ******** ********* *** angles ** *** ****** plane, *** ********, ***** length, *** ******** ****** entry (********* ** *** video *****).

  • *** ***********, ********* *****:***** *** ********** **** multiple *****, ********* **** events *** ******** *** metadata. ********'* ********* ********* only **** ******** ******* Center, **** ** ************* with *****, *******, *********, or ******. ***** *********+ with ********* *** ******* Optix' ** *******, *** not ********, *****, ** Genetec.
  • ****, ********* *****:***** ****** *********+ ******* at **** ***** ****** than ******** *** *****, with **** ******* **** models ******* *** ~$*** online, ******** ** $***-*** at * *******.
  • ********* *********/*** ************ *******:** **** *****, ********'* H4 ******* ******* ********* distance ** *****, *** their ** ****** ** not ****** **** **** limitation. *** ***** *** analytics **** ****** ******* PPF ************, **** ~*-** PPF.

******* ** ***** ******, these ********* ******** ******* false ***** ***********, ********* most ****** ****** *** outdoor *******, **** ** blowing *****, ***** *******, rain, *******, ******, ***.

Deep ******** ********* ****** ** *******

** *** *******, *** deep ********/**-***** ********* ********* above ******* ** ****, dominating *** *** *** categories, **** ********'* *** and ***** *** *** only ********* ***** **** not **-***** ** ***** top ********. ** ****** that ** ** ******* availability ********* ** ******** and ********** ********, ** will *** **** ***** continue, **** **** *** cost/"cheap" ** ******** *********** superior ** **** ***-** analytics.

Outdoor ***** ***** *********** **********

**** ********* ****** *** issues **** ******** ***** alert *******, **** ** foliage/brush, ***** *******, *******, and ****, ******** *****, though ******** (**** **/**), Bosch ***, *** *****'* Analytics+ *** *** ****** from ****** ** *** of ***** *******.

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******* *** ********** *** most ****** ***** ** outdoor ***** ******, *** in **** **** ********* were *** ********* ** it. *******, *********'* ********* Analytics *** ******* ********* all ******** **** **** constant ****** **** ******* was ******.

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**** ** *** *** most ****** ****** ** false ****** ** ********* outdoors, ******* ***** ****** in **** (****** ***** and ****), ***** ***, and *****, ******, *********, and ******* ********* *********. Note **** ***** ****** were ****** ****** ** droplets ******** **** *** cameras' *****, *** **** alerted ** ***** ******** itself.

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****, ***** *** ***** animals ************ ********* ****** in **** ****, ***** EVA, ***** *** ******* intrusion, *** *** ********* analytics, ********* ********** *** AcuSense.

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**** ****** ***** *** triggered ** ********** ******* on ******* ** *** scene (**** ** ****** car *******), *.*., *** trailer ***** ** *** example *****.

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** ******** ** ***** common *******, *******'* ********* analytics **** *** **** ones ** ***** ** shadows ****** ** ****** passing ********, ***** *****. No ***** ****** *** these ******.

Indoor ***** ***** ***********

** **** *******, **** analytics ** *** ***** alarm ** ****** ****** sources, **** ** ****** being ****** ** *** off, *********** *** ********, and ******* **** ** other *******, **** **** notable **********.

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******'* ******* * ********* were ***** **** ***** issues, ******** **** ****** were ****** ** ** off, **** ** **** scene:

*** ******** **** ****** were ****** **/***, ******* light **** *** ****, below:

Detection *** ************** ******

****, *** *** *** analytics **** **** ** reliably ****** ******** ******* and ********, ******** *****. Additionally, ************** ****** (** those ***** ********** ******* as ******* **. *****) were ****, *** ******* in ****. *******, **** analytics ******** ****** ****, resulting ** ******** ******.

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*** **** ******** ***** missed ******* ******** ** our ***** *** *********'* AcuSense. **** ******** *** and *****, ******* *** out, ********** ** ******* the ******* *** ****** the ***** ** **** or ******.

**** ********* ******** *** unable ** ****** ******** subjects ****** * ******** setting *** *******.

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*******, ***** **** ******* allowed ******** ******** ** be ********, ** **** resulted ** ***** ****** on ******* ** *** scene, ***** ****:

[optimize output image]

** ********* ********, ****** walking ******* *** *****, mostly ** *** ********** and ******* ****** *** camera **** ********** ********** as ********. **** ***** lead ** ********** ****** detections ** ***** ****** to ****** **** ******.

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*******, ** ******* ***** AI ***** ********* (******** H5A, ***** *********+, *** Hikvision ********), ****** ******** in *** ***** ********** triggered ******. ***** ****** were *** ******* ** any ***-** *********, ** the ******* **** ****** not **** ** ******.

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PPF ************/********* *****

*** ****** *** ******** by ********* ****** *** ~5 *** ** **** Perimeter ********, *** *** night. *******, ********* ******** was ***** ** ***** alerts **** ******* ******* such ** ***** *** small *******, ** ****, unlike ******** *** ***** IVA, ***** ******** ~* PPF (****** *** ******** in **** ******, ********* below) *** *** *** suffer **** ***** ******.

*****'* ***/*** **** **** lowest, ** */* ***, followed ** ********'* ***, Axis ****** *****, ********* AcuSense *** **********, *** Vivotek ***, *** ********* 10-12 ***.

********'* ** ********* *********** a *********** **** ** detection ***** ***** * lux, *** ***** ** other *********. *** ******** jumps **** ~* ****** the *** ** *** 5 *** * ** models ** **+, ******* detection ******** ***************. *** 3MP ****** ********* ********** better, *** ***** *********** nearly * **% ******** in ********.

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Avigilon **

******* *** ******* ***** clearly *******, **** ************ human ***** *** *******, Avigilon ******* **** *** able ** ****** *** until ** *** **** nearer *** ****** **** other ******. *** *******, at ~**' *****, *** subject ** ******* *****, but ** ***** ** displayed:

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** ********, ********'* *** cameras ******** ** ~*-** PPF **** *** *** night:

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VMS ***********

*** *********** ****** ******, with **** ********** ******** events, ****** ********** ******** boxes, *** ****** **** supporting *** ***** ***, overviewed ** *** ***** below:

  • ******** ******* ******:********'* ****-******** ********* **** supported **** ** ***** own ******* ****** ***, Genetec ******** ******, *** Milestone.
  • ***** ***/**** ********* ********:***** *** *** **** Perimeter ******** **** *** most ********** ******** ********* tested, **** ******** ***** supported ** ******** *****
  • **** ***** *****/**** *** Hanwha ****** *********:****' ***** ********* *** Hanwha's ******* * ********** events ** *** ***** tested ****** *** ******** Control ****** (*** ** bounding *****).

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Axis **/***** *** *** ***********

****' ********* ******** *** Bosch *** **** *** only ****** ********* ***** integrated ******** ***** ** well ** ****** ** third ***** *****, ****** the ***** *********** ****** slightly. ********* ******** ******** not **** ******** *****, but *****, ** **** as * *****/*** ***** indicator ** *** *** right ** *** *** window, ***** **** ** Milestone:

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** ********, ***** *** displays **** ******** ***** around ******** *******, **** no **** ***********, ***** here ** ******* ******** Center.

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****/************

**** *** ** *** tested ********* **** ******** license/channel *****: **** ***** Suite (~$**/******* *** ***-* series **** ******) *** Axis ********* ******** (~$***/*******). Others *** ******** ** no ********** **** ** a ***** *************' *******.

*******, ****** ***** *** be "** ********** ****", some ************* **** ******* analytics ** ****** ****** models, **** ** ********'* H5/H4 ****** (*** ******* mini **** *** ****) or ******'* ******* * instead * (***** ******** VMD ****). ** ********, Dahua, *********, *** ******* include ********* ********* ** nearly *** ******, **** few **********, **** *** problem ***** **** ***********.

Comments (34)

*** **** '**** ********* Defender' ****** *********** ** the ******** ***** (*******) versus *** ******* **** (Above *******). ****, **** you ** ****** * list ** ****** ******?

****** *** ******** **** out, * ***** ********* defender ** ** ********* show *** ******* ** the *****. ** *** would **** ** *** the ****** ****** **** are ** *** ********** reports ****** ** *** top.

** ***, ****** ****** attention * *** *** that **** ** * summary ** *** ******** tests, ** ******* ** including *** *******. **** do *** **** ***** the *** ********** ********* models, ** ********? * see **** **** ********* Global *** ****** **** several **** ********* ****** than **** ** ********* in *** *.*., ********* 4K ******** **** ** this ***:

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

***** **** *** "**" in *** ***** **** (which *** **** ******* since ***** *** ******* "G0" ******), * *** no ********** ** ******* it ** *** ***. Hikvision ** ******** ****** false ***** ********* *** the *** ***, *** in **** **** **** have * ******** ******* note *** *** ******** Accusense ****** ******** **** it ******* ***** ******.

**'** ***** **** **** >2000 ****** ** ** for ************ **** ******** and *** ********* **** happy **** *** ******* of *** ***. *** that ** ** *** available ******* ** ******** to ** *** ******** both ******* (** ********* megapixel ********) ***** **** to **** *****. *** unexpected ******* ** *** test ***, **** *** H5 *** ******* ************* worse **** *** ** during *** ***** (**** external ** ******) ** detecting ****** ** ********* clothings *******, ******* ** crawling ******* *** ******* in ********* ********* (**,**,**,**.** meter).

**** ********** *** ******* with *** ******** ** got *** ********* ********* back:

"**** *** *** *********** and ***'* ***** **** the **** ********* *******, which ** *** ***** perception ** *** ** cameras'confidence ****. For a good reason, this value is critical to find out where the technical boundaries of our system lies. After evaluation of the clips, we quickly became aware that we missed to properly communicate the right background information on how to actually read this value correctly. In first glance, it looks as H5 confidence rates have no improvement to H4, but H5 is actually using a completely different scale. Simply put, a low H5 confidence rate equals to a mediocre H4 value. To put it in clear figures, a 50% H4 confidence rate equals to 10% in H5.

********* *** ******* ***** with **** ***********, ** can *** **** ** gives ** ************* ****** object ********* ******* *** thus, ******* *********, *** less ***** ******."

****** ******* *** **** extensive **** ******, *'* like ** ********** ** someone ** *** ***** the **** *****. *********** I'd **** ** ********** what ** *** ***** of *** ********* ** our ********.

****** * ***.

** ***** ******, ** looks ** ** ********** rates **** ** *********** to **, *** ** is ******** ***** * completely ********* *****. ****** put, * *** ** confidence **** ****** ** a ******** ** *****. To *** ** ** clear *******, * **% H4 ********** **** ****** to **% ** **.

****** **** **** ** me. **** ** *** "different *****" *******?

**** * ** ****** says **%, ****'* *** reality? ** ** ***** half *** **** ** one *** ** ***?

** **** **** ** me. **** ** *** "different *****" *******? **** a ** ****** *

**** **** **** **% of ********** ***** ** H4 ** *** **** level ** ********** ** as **% ***** ** H5.

**'** ********* ******** *** clarity ** ****. *'** post **** **** **** they *** ** ***********.

*** **** ******* *** pretty ********* **** *****. H5 *** *** ****** H4 *** ********* *********. In *** ** *****, subjects ***** **** **** and *****, ******* *******, and *** ** ****** up ** ***.

*** *** *** * feedback **** ******** ** the *****, ***?

******** *** *******, *** confidence ******* ** *** H4 *** ** ***** directly ********** *** *** only ******** *** ** compare *** *** ** to ******* ***** ********* and ****** **********:

***** "**********" ************ ***** the **** ***** (*** certain ** *** ********** that * ************** ** correct?) *** **** ** and **, **** *** not ******** **********. ** leverages * **** ******** convolutional ****** ******* ***** classifier **** *** ******* with * ****** **** set **** *** ** classifier. ********** ****** *** calibrated **** **** ** the ****** **********, ** maximize ********* ***** ***** keeping ***** ********* ** an ********** **** ***** at *** ******* **********, we ******** *** ***** positive ***** ***** ******* detections ** ** ********** rate. * **** ******** classifier (**) ****** **** correct ********** ****** *** confidence ****** ******** ** a ****** ********** (**). Thus, ******* ** *** difference ** *** ********* range ** *** **********, it ** ********* ** directly ******* ** ** classification ********** **** **** of *** **.

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

** ***** ********** **** from ******** ** ****, when **** ***** ** explain *** **** ******** of *** ** ******** to *** **. **** have **** **** ** the ****-***** *** ******'* explain *** *******, ***.

*******, ** * ********** your ***** *****, ** can ******* *** ** and ** ** ******* the ********** ****** ** a ******* **** (***: 30%) *** ***** *** missed ********** *** ****.

** ******* **** ****, the ** ********* ** far ****** **** *** H5. *** **** ** actually ** *******, ******* H4 ** ** ****** available *** ** ****** an ***** *** ** people.

*** ******* **** ** can ** ?

*** ***** **** *** thought ***** *** ******* the ******* ********* ********* with ******* *******?

*** ********, *** *** testing **** **** *****/**** targets ****** **** ** their ***** *** *****?

****** *** **** **********, we *** ******* **** Uniview *** ******** ****** their ********* ******** **** much (****) ****** *******, might ** ****** ****** for ** ** *** that ***** ** **********...

*** **** **********, ** are ******* **** ******* and ******** ****** ***** Alphaview ******** **** **** (much) ****** *******, ***** be ****** ****** *** us ** *** **** added ** *

***** ***** **** *** you ****, *** ?

** ***** - ** the *** ************ **** the ****** (******* ********) of *** + ** blue ** *** ***** but ****** ** *** key - ** ****'* my **********.

***** ****** *** ******* to *** *** !!!

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

** *** ** **** some ****** *** ******* coverage, *** *** **** false ****** *** ****** unreliable. **** ******* ****’* Mitch **** *** ** just ***** *** ****** to ******** **** ********** results.

*****,

**** *** **** *** kind ** **** *** "group ** ******"?

*** **** * ***** of *-* ******, **** are ******* ********, ** being ******** ** * vehicle ** * ******?

**** *********** ******* ** the ***** ** *********. I **** ***** *** "Performance" ****** *** *** "Smart" ****** (**** **** release?), *** *** **** video ********. (** ******* subscription ****.) **** *** the $*** ****** **** but ******* *** **** than $*** **** ******** camera ** ******* **** the "*****" ****** **** on **** *** ***** detection. *** ***** *********** series **** *** ** well *** **** ****** with * "**** *********" option, ***** ** **** not **** ** *** even ** ******* *********** and **** * **** 5 ** * **** in ***** ** *** camera. ********* *** * MP ***** *** **** miss ***** ************, *** then *** * ** smart *** **** ************ trigger ** * ***** with ** ****** ** all **** ** **.

* ***'* ****** *** teardowns ** *** **** so * ***'* **** what ***** *** ****, but ** ***** ** interesting ** **** ** in ***** ***** ********* against *** **** ****** dollar *******. **'* *********** moving ****** ** **** or **** **** *** camera, *** * **** yet ** ** **** to **** ** ****** with * ***** ****** boxing *****. ******** ****** you ***** **** ** get * ****** ** it ****** ** ** your **** *******.

** ****** ******* **** for *** "*******" ** 4 ** ** **** and **** ********* ** $700 ** ****, ** appears **** **'* **** for ** ******* **** of *** ****** ******* X ******. ***** ******** has **** ******* ******* times ***** **** ******** test, *** **** ***** improved ********* *** ***** changes. *** ** ** now, *&* *** *** 5 ** ***-***** *** $475, ***** ******* ** be ****** * ***** focal ******* ** *** XNV-8080R ******** ** **** test.

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

** ********, ** ******* as ****** **** ** your ******* ********, *** only **** *** ****** performing "*********" **** ** the * ****** *** comparison ******* *** ***** brands. ******* ** ** I'm *****, *** **** your ******** ****** **** report ****** *****:

"***** ******'* ********* ********* and *** ****** ******, with ******** ***** ***** issues **** **** ****** sources, ********* ** ********* with * ***** *-* second ***** ****** **** well ** * ********** / ***********, *********** **** of ***** ***** ******."

***** **** ** *** dome *** * ******* you ***** **** *** loitering, *** **** ** not * ******* *** covered *********. **** ****** only *********** *** **** light ******* ** ***** alert ********. ** $*** for * *** ***** option, ***** ***** ****** may ** ** ********** trade *** **** ** they **** *** ******** with ***** ********.

** ********* *** ******** release *****, ******* *.** added * **** ***** to ********* ** ** to * *******. **** alone ****** ******* * retest, *** ******* *.** claims "******** ****** ********* algorithm ** ******** *** detection **** ** ********** objects".

*** *** *.** ******** was ** *** ***-***** in **** ****** **** of **** *****, *** that **** *** *** look ** *********. (!) I'll ******* ***** ****'* it's **** *** ***** test ** ***** ***** to **** ************ ** ***********. ** course **** ***** **** time, *** ****'* *** things *** **** ** most ** *** ******* testing *****, *** ** will **** ****** ******* and ****** *** **** readers ** **** *** information **** ****.

** ****** **** ******* firmware ****** ************ ****. Performance ****'* ******. *** only ***** **** ******* was *** ********* ** the *** ******* ******** setting ** ****** ******.

** ******** ** **** test, ** **** **** one ******* ** *** office ******** * *******, and * *** **** you **** ********* ******** every **** *** ****** are ****** ** ** off (****'** ** ** occupancy ******).

******'* ** ****** *** expected ** ** *** we **** ** **** them ** **** ** they're *********.

****** *** *** ********. So *** ****'*/***'* *** an *********** ***** * seconds (** *) ** Intrusion? *** ***** **** Loitering **** * * second ***** ** ** your ******, *** ******* off *********, *** * series **** *** **** it ** ***** *******?

*** ******* ** **** initial ****** ******** ** the * ******, ** me, ********* **** **'* not ** ***** **** the **** ******, *** it ** ***** ******* when ***** ********* ****. It **** **** *** that ****** *** ***** to ********* **** ** difference *****.

*****, **** ****** **** accurately ******** *** *********** of *** ******* * analytics, ***** **** ******* even **** *** ***** time ** *********/*********. ** tested *** ***** ******** in *** ****** ** our *** ******** *** they ***** ***** ***** on ******* ******** ** an ********* ** ****** being ****** ** *** off ** * *******.

**** **** *** ****** answer ** **** ****** question ** **** ******* 2018 ********* ******* ******* versus ********* **** *** newer ********. ********* ** alerting ** ******* ********/*******? Loitering ****** *** **** as ********* **** ******** to ***** *******? ** yes ** *****, ** it **** ** *** the ******* ****** *** different ******* ** ******** such **** *** *********** was **********?

*** ****** ***** **** the **** ****** *********** what *** **** ******* with:

"***** ********* **** ********* settings (* ****** *****, ~70 ***********), ****** *** outdoor ******* **** ** small *******, *******, *******, and ***** ******* **** effectively **********."

(***'* *** *** ***** quoting ****** ** **** only ** ******** **** for **** ******...)

*** **** ****** ******** video ********* ******* ******** my ********** **** *** X ****** ** ***** average ** ***** ** your ******* ******, ******* based ** ******** ******* integrators *** ***** ** whatever. *** ***** ****** come ** *** ** it's **** ********* ****** are **** *******? *** trying ** ** *********, but *** ******** **** of *********** **** ** not ****** *****.

***** ** ** ******* comment ***** *** **** reply **** **** *****, my ********** *** **** new ******* *** *** done. * ********** *** you **** **** *** testing **** ***** ********, but *** ****** **** that **** ***** ** this ***** ******, ** opposed ** ******* ** the *** *** *** then *********** *** **** that ** *** ******* was **** *** **** reply *****.

*** ***** ****** **** in *** ** **'* best ********* ****** *** only *******?

**** *** **** *** done **** ** *** past (*.*., *********** ***** ******** ************* 2018), **'* * ******** of ****** ****** *** out ** **** ******* they ******* ***. *** example, **** ********* **** never **** ************* ****** but **** ** ****** use ****, ** * certain ********** **** **** do **** ***** *********.

*'** ***** *** ******** technical ********** **** ** you, ***** *** ***.

***** *** ******* ** Genetec ******** ****** *.* SR6 *** ******* ***** 18 ** *** ******** Deep ******** ******** ****** from *** ** *** Pro ****** **** ******* to *******.

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

******* - ******* *** Avigilon ******* & *********.*** - ******** **** ****

******** **** ** *** documented ** *** ** the ******* ***** ** apparently ***** ** * have **** * *** tests **** *** ** MultiSensor.

******** ******* ****** *** Appearance ****** *** *** supported. *** **** *** Unusual ****** ***'* ********* - ***** ******* ** may ******* **** ********** analytical ******* **** *** and *** *** ** totally **** *****.

*** ** *** **** to ******* *** ****** at **** **** *** only **** ** ****** events ** ******** *****.

****** *** *** ***** up ** ****. * noticed ******** **** ***** this ***** ** *** latest ******** ******* ***** for ** ***********:

** *************, ***** ***** VMSes ****** ** **** to **** ******** *****. In ********, * *****'* seen ****** ***** **.

**, *********
*'* *** ** *** business. * **** ** Italy. *'* ********** ** a ***** *** **** analytics+. ************* ******* *** United ****** ***** **** not *** *** **** names *** ****** ******* for ***. *********+ **** not *****:

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

****** **** *** *********** test *** ***** **** analytics+ *** ** ********* price-performance ***** * ***** have ***** ** **** this *******.
*** *** **** ** find *** ***** ** the ************* *******?
******

** ******, *** ****** for **** ***** *******!

*****'* ** ****** ***** reference *** ************* ** US ******, *************, *** looking ** *****, * believe *** ******* ** tested ** ********** ** one ** *** ***-***************. ***** *** ******* variants, **, ***, ***, and *'* *** ******* sure *** *********** ** each, *** **** *** all ** *** ***-** series *** ****** ******* Analytics+.

** *** *** ******* clarification: *********+ ****** ** a ** ********* ****. In *** **** ** the ***** **** ****** refer ** ** ** "Perimeter **********".

***** *** **** **** Ethan!

******

* **** ********: ** I *** ** *********+ camera ** * **** an *********+ *** ** let **** **** ********?

*** ** *** ******** side, ** * *** an *********+ *** ** I **** *********+ *******?

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

*** ****** *** *** can **** **** ************* of *********, *** *** use *** ** *** other *** *********+.

****** ***

******:

***** ********* ** ********** Avigilon ***** *********** *** bounding *****.

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Dahua's analytics have performed poorly in past shootouts. But now, they claim their new Analytics+ "algorithms significantly improve accuracy and...
FLIR Saros Visible / Thermal Analytic Camera Tested on Jun 26, 2019
FLIR's Saros claims "accurate, actionable alerts" with a combination of 1080p visible and dual thermal sensors along with IR and white light...
Hikvision DeepinMind 2019 Test on Jun 06, 2019
In 2018, Hikvision's DeepinMind AI NVR performed terribly, recognizing vehicles, animals, and other objects as humans, misclassifying demographics,...
Hikvision DeepinView Camera Analytics Tested on May 08, 2019
Hikvision is expanding its 'deep learning' offerings with a new camera series called 'DeepinView' claiming false alarm reduction and improved...

Most Recent Industry Reports

VergeSense Presents People Tracking Sensor on Jun 04, 2020
VergeSense presented its people tracking sensor and social distancing insights at the May 2020 IPVM Startups show. A 30-minute video from...
FLIR A Series Temperature Screening Cameras Tested on Jun 04, 2020
FLIR is one of the biggest names in thermal and one of the most conservative. While rivals have marketed fever detection, FLIR has stuck to EST...
"Fever Camera" Show On-Demand Watch Now on Jun 03, 2020
IPVM has successfully completed the world's first "Fever Camera" show. Recordings from Both days are posted at the end of this report for on-demand...
Cobalt Robotics Presents Indoor Security and Access Robots on Jun 03, 2020
Cobalt Robotics presented indoor security robots at the May 2020 IPVM Startups show. Inside this report: A 30-minute video from Cobalt...
Dahua Sues Ex-North American President, Says Legal Typo on Jun 03, 2020
Dahua's former North American President Frank Zhang claims he is owed almost $11 million but Dahua counter claims it is just a "scrivener's error",...
Smart Entry Systems Presents Cloud Multi-Tenant Access Control on Jun 02, 2020
Smart Entry Systems presented Cloud Multi-Tenant Access Control at the May 2020 IPVM Startups show. Inside this report: A 30-minute video...
Genetec Drops Support for Dahua and Hikvision on Jun 01, 2020
Genetec has dropped support for Dahua and Hikvision, citing US blacklisting and ONVIF conformance blockage, the company informed partners in an...
Dotty "Hot Or Not" Elevated Body Temperature App Tested on Jun 01, 2020
What if you could take an existing phone or tablet and transform it into "fever camera"? That is what DottyAR is doing with their strangely named...
Optris "Fever Screening Systems" Examined on Jun 01, 2020
German manufacturer Optris has been building temperature measuring instruments for industrial manufacturing for over 15 years, and thermal cameras...
Fever Camera Sales From Integrators Surveyed on Jun 01, 2020
Fever cameras are the hottest trend in video surveillance currently but how much are integrators selling them? 220 integrators answered the...