Meraki Object Detection Analytics Tested

By Rob Kilpatrick, Published Jan 20, 2021, 10:32am EST (Research)

***** ******'* ***** ********* ********* ****** in ******* *******. *** ***, **** *** ******** increased ******** ******* ******* ********.

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** ****** *** ****** *** **** and ****** *********:

  • **** ** ****** ****** ******* ***** alerts **** *******, *******, *** *******?
  • **** ** ****** ****** ****** ***** alerts **** ******* *** ******?
  • *** ** ****** ****** *******, ********, or **********?
  • *** *** *** ** ****** ******?
  • **** ** ***** **** **** *** reduce ***** ***************?
  • *** ****** ** *****?

*******

***** ** * **** ** *******, Meraki's ****** ********* ********* **** ************* improved **** *** ******** *****, ********** detecting ********** ******** *** ** **********/** scenes. ****** **** *** *** ***** alert ** ****** ******* ** ***** alerts, **** ** ******* ******* *** shadows ** ****** ******* ** *** off.

*******, ******'* ********* ********** ********** **** large *** ***** ******* ** *** scene ** ***** (**** ****** **** facing *** ****** **** **** *** legs *******) *** ***** **** ********* false ****** ** *** *****. ******** parked ** *** ***** **** **** sometimes ******* *** ***** ** *** analytics ***.

*******, ******'* ******* ******** ~** *** for ******** ****** *********, ****** **** many *** ********** ********* (********* ** PPF ** *****), *** ***** **** Verkada's ****** *********, ***** ******** ~** PPF.

Improved *********** ******** ** ****

** *** **** *******, ****** ****** ********* ********* ******* person ********* ** **** ** ***** body *** **********, **** ** ******* behind * *********, *****. *** ********* have ******** *** *** ****** ****** if *** ***** **** ** ***** body ** *** *******.

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************, ****** **** ********** ****** **** walking ******* * ****/** *****. ****** are *** ********** ******** **** ** illumination ***** ****.

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People ******** ******** *** *******

** *** *****, ****** **** ******** detected *** ********** ***** ******** ** running ******* ******* *** *****.

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No ***** ****** ** ****** ****** *******

****** ****** ******* ** ***** ****** were *******, **** ** ***** ***** changes.

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

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*******, ****** ***** ****** ** *** off ** ***** ***** **** ******* completely.

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Most ******* ******* ** ***** ****** *******

****** ******* ******* ** ***** ****** such ** ******* ******* **** *******.

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****** ******* ** *** ****** ******** by ******* **** **** *******.

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False *************** ** ******* ** *** *****

****** ******* ***** ******* ** *** scene **** ********** ** ******, **** as **** **** **** *****.

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************, ***** ******* **** ** *** cat ***** **** **** ********** ** human.

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

***, ** **** **** **** **** of ***** ******. *************, ** ** not ******** ** ********* *** ***** detections, ********** **** ******* ** **** time ** *** ******, *** ** a ****** ** ** ** *** cloud. *** ******* ******** ********* ** a ****** ********** *** ******* *** DNN ***** *** **, *** **** can **** ** ***** ********** ** some *********. **** **** ** ***** detection ** **** ****** **** *** model *** **** **** ** **** with *.*., *** ***** **********. ** try ** ***** ***** *** ** the ***** ** **** *** ******** to **.

False ****** ************** ** ***** ****

* ****** ****** ** ***** ****** for **** *********, ***** **** *** classified ** ***** ** ******.

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~15 *** ****** *** ****** *********

** *** *****, ~** *** *** needed *** ****** *********, ****** **** many ***** ********* (*.*.********,*****,******) ***** ********* ****** ~** *** or *****. *******, ** *** ** lower **** *******, ***** ******** ~** PPF *** *********.

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Stationary ******** ******* ** *********

****** ******** **** ********* ******* ** a ******* **** ******* *** ***** and ***** ** *** ********* *** for *** ******, **** ****** ******** at ***** **** *** ******** *** was ******* **** *** ******* *** then ****** **** **.

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Default **** ********* ***** ** ************

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

** *** *** **** ***** ** all *** *******, *** ** ****** vehicle ********* *** ******* *******. ***** are ********* ****** ******** ********* *** these *** ** ******** **** *** UI ** ******* ** *** ****. The ************ ***** *** * ********* network ************ *** ** ******* ** a ********* **** ***. ** *** perform ****** **** *** **** ***** in **** *********, *** ***** ** others. ***** ** **** * ***** specifically *** *** **** ******* ****** that ****** *** **** ********* ******* of **** ********* **** *** ****** is ** * ****'* *** *************.

** ***** ****** ******* **** ******** the ****** *** *** *** *** of *** ***** ****** *** ********* to ******** ******* ** ******.

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************, *** ************ ****** ********* ********** the ******* **** ** *** ***** as * ****** ******** *****.

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*****

****** ****** ********* ********* *** ******* by ******* ** *** ****** ******* and *** ** ****** ** ******** video.

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*** **** *** **** ***** ** the ******/******* ********** ** *** ********* tab ** **** ******* ** *** classification.

*******

****** ****** ********* ********* *** ******** with * ****** ******* ** ** additional ****.

Versions ****

*** ********* ******** **** **** ****** testing.

  • ****: ***.*
  • ******: ***.*

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