Bosch Person / Car / Bike / Truck Analytics Tested

Author: Ethan Ace, Published on Jun 05, 2015

Automatically identify what objects are persons vs cars vs bikes vs trucks. That is the new feature and claim from Bosch in their newest IVA analytics (6.10 version). 

We first tested Bosch IVA here. With this new feature, we wanted to see how accurately this worked.

This video shows the basic setup process we used before testing:

We tested these analytics on multiple cameras in a busy outdoor scene, to answer these questions: 

  • Are cars, trucks, people, and bikes reliably detected and classified?
  • What objects are missed most often?
  • How do busy scenes impact performance?
  • Are VMSes able to receive these events distinctly?

************* ******** **** ******* *** ******* ** **** ** ***** vs ******. **** ** *** *** ******* *** ***** **** Bosch ** ***** ****** *** ********* (*.** *******). 

** *********** ***** *** ****. **** **** *** *******, ** ****** ** *** *** accurately **** ******.

**** ***** ***** *** ***** ***** ******* ** **** ****** testing:

** ****** ***** ********* ** ******** ******* ** * **** outdoor *****, ** ****** ***** *********: 

  • *** ****, ******, ******, *** ***** ******** ******** *** **********?
  • **** ******* *** ****** **** *****?
  • *** ** **** ****** ****** ***********?
  • *** ***** **** ** ******* ***** ****** **********?

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

Key ******** 

*****'* *** ****** ************** *** **** ******** **** **** *** people. ** *** ******** ******, ********* *** ******* ************** ** these ******* ****** * ~***' ***** ** **** *** ********, ******* *** objects.

********* ** ****** *** **** ********, **** ******** **** ******* together ********** ** * *****, *** **** ******* ****** ********** as ****.

******** **** ********** ***** ********, **** ****** ******* **** ********* **  and **** **** ******** ** *****. ****** ******** **** ************ missed ** ********** ** ******* **** ** ******.

*** ******** *********** *** ****** **************, ********* ***** ** ******* multiple **********/******** *****, ** **** ** *** ** **** ****** for ****** *********. *********** *** ****, ** ***** ************ *** known, *** ******* ******** ** *** ****/******** ***********.

***** *** ****** ********** **** ******* ******** ****** *** ********* XProtect, **** ******** ***** ******** ********** (*.*., ****** ********* **. vehicle *********, ***.).

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

**** ***** ***** ***** ****** ************** *********, *****'* *** ********* take * **** ****** ** ******** ** ****** *** ******** providers **** ********/******* *** *******, ***** **** ******* ***** ************ for **** ****.

*******, ***** ****** ** ******* ** ***********, *** ***** ***** these ********* *** ********, **** **** ******** ****** ********** ******* objects ** ***** *** ** *************. ************, ** ********* ******** expectations ** ****** **. ******** (**** **** *** ******), ** proper ********* ** ******** ********* *****.

Firmware ************

***** ************ ** *** *** ********* ******** ** ******** *.**, available *** **** ******* ** ******* ** *** ***** ****. Firmware ** ********* *** ******** **** *** ***** ******** *******.

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

*** ******* ****** ******** ****** ** ******* ******** ****** *** each *** **** ******* ** *** ******. **** ** ***** in *** ***** ****, ****, **** ****, ******, *** ******* "Detect *** ******" ***** ***** **********.

 

********* ******** ******** ** ** ** ******** ***** ********* ****** from ***** *** *******, ****** **** ***** *** *** ****** from *** ****** *** **** ** ********** **********.

******** ******* ****** *** ***** *** *** ******* ***** ******** events, **** ***** ****** *********.

Calibration *******

*********** ******** ***** ** **** ***** *********, *******, ***/** ****** in *** ******'* ***** ** ****. ** ********* *********** ***** Google **** ************ *** ***** ********* *** ***** ** ** be ****** ********, ****** * *** **** ** ****** ************.

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

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

**** ****** ******** ** *** *****, ****, ******, *** ****** are ********** ********* >**% ** *** ****. *** *******, ****** flags *** **** *** ****** *** ** **** ********* ******** to *** ********** ******* ** **** *****:

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

**** *** ****** **** ********* ********** ** *** ******** ** cases, ****** ***** *** **** ******* **** ******, ********* ** size (*****):

*******, **** * **** (******** ** *********) *** *******, ** was ********* ********** ** *** *****, **** ** *** *** seen ****:

Misclassification ******

*******, ****************** **** ****** *** *****, *** ** * ****** extent, ******.

******* ******* ** "******"

**** ********, ****************** **** ****** ** ******** ******* ******* ******** when ***** *** **** ******** ** *** *****, ********* ** a ****** ****** ****** ** *** ******. **** *** **** often *** ** * ***** ** **** ********* ** * truck, **** ****:

** *** ************* *******, *** *********** ******* **** *** ****** is ****** **** *****. *********, ***** **** ** **** ******* a ******* ** *******, ********** ** *** ****. *******, ** some **** *********** ************ (*.*., ******* ** ******* ***** ****** are **********, ****-**** *********, ***.), ********* ** *** ******** ******* is *********.

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

***** **** *** **** ****** *********** ****** ****, **** *********** every ***** ****** **** ********* ** * **** ** *** camera ** *** ***** ** *******. 

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

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

**** ** **** ** ***** *****, *** ****** ** *******, in * ******* ******* ** ******* ****** * ****, ****** the ****** *** *** *****************.

*******, ** *** ***** ****, *********, * *** *** ********** as * ******* ** ****:

 

Cameras **** 

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

  • ***** ***-*****: *.**.****
  • ***** ***-****: *.**.****

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

Comments (14)

Undisclosed #1

06/05/15 01:07pm

*'* ******* *** ** ***** **** **** * ********* ***. Two ****** * ******:

*) *** ****** ***** ********** ***, ** ***** **** ***** 8-9' ****. * ***** ****** ******** ******* **** * ****** vantage ***** **** * ****** **** ******** **** ** *** camera

*) *** *** ***** ************* **** *** *** ****** ** be ******* ****** ********** **** *** ****. ***** **** * ~3mm ****. *'* ******* ****** ********* ** **** **** *** to *** * ******* ***** *** ** **** *** ******* horizon **** *** ******** **** ******* **.

**** *** *** ***** ** ***** **** ***? *** ** more ** **** ****** ** *** ***** *** ****** * "typical" *****, ** *** ** ******* ** **** *************** **** Bosch?

Undisclosed Integrator #2

06/06/15 12:24am
*** *** ********* ******** **** *** ****** ******** ******* ** the *** ******* ******* **** ** **** *** **********. ******* they ****** ** **** ****** ****. ** **** ** *********** to *** *** **** ******* **** * ****** ****** ** time. * **** *** ****** **** "** ******" ********* ***** they **** **** ******* ****** *** *** ****** ***** ** be ********.

Derek Ward

In reply to Undisclosed Integrator #2 | 06/08/15 03:04pm

****'** ******** ** *** ****/**** ****** ******* ** ** ****** (5MP *********, ***** ***, **, ***.), *** *** ** *** 5000 ******.

Itamar Kerbel

06/07/15 09:18am

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

******** ******** ** ******/**** ** **** **** ******** ** * don't *** *** **** ***** **** *** ****** ****** * the ********** ******* * ****** *** * *******.

*** ****** ** ** **** ** * **** *** **** to ** **** ******.

Undisclosed #3

06/07/15 09:54am

*******, **** * **** (******** ** *********) *** *******, ** was ********* ********** ** *** *****...

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

******* ***** ***** **** ******** ************* ** *****, ***** ** bikes **** ******** *************?

Derek Ward

In reply to Undisclosed #3 | 06/08/15 03:05pm

*******.

Michael Miller

06/07/15 03:35pm

***** ***** *** **** **** ***** ***** **** *** ************ shot ******* ******* ***** ********? **** ***** *** **** ******/***** of *** *********** ***** *** *** ************?

Michael Miller

06/10/15 02:14pm

**** ********* ** **** *** ******* *** **** ***** ***** from *** ****** *****.

Thumbnail usa shield

Luis Carmona

IPVMU Certified | 06/16/15 01:33pm

* ***** ****** **** ** **** ********* ****** ** *** and ***** *********, **** *** **** ****** ** ***** ****. That ** ** *** *** **** ********* ******* ***** **** reliability. ******* ** **** ** ******** ****** ***** *** ** idea ** *** **** ******* *** ****** *** ********.

Thumbnail profile pic

Ethan Ace

IPVM | In reply to Luis Carmona | 06/17/15 11:27pm

** **** **** ** **** ****** ** *** ** **** of *** **** ************** ******, *** ********* **** ** ** a **** ** ***** *** ********* ***********. ******** **** ****(***** *** ****). **** ***** ****, ** **** *****, *'* *** ********* of ****** *** ******** *** ** ***** ***' ***** *** Bosch ***, ** ***** * ***' ****, ********* **** ****:

Michael Miller

In reply to Ethan Ace | 06/17/15 11:50pm

* **** * ***** ******* ***** *** ***** *** ****** post **** ***** ** ** *** *** *** ********* *****.

Thumbnail profile pic

Ethan Ace

IPVM | In reply to Michael Miller | 06/18/15 12:07am

*** ***** **** ***** ***** **** ** **** ***** *****'* embed ******** ***** ** *** ***** (**** ******** ** ****** does), *** ** ** *********, ** *** *** ********** *** bounding ***** *** ******** ***** **** ***** *** ***, ***** we ***'* ***. ** ** *** *** **** **** ***** Configuration *******, *** ******* (***** ***** ********** *** ******** *****, sans ******** *****) *****'* ******* *** ***.

** * *** **** *** ***** *** *** *** *** what ** ** *** *****, *** **'* *** ***** ** show *** ******** *****. **'* *** ***** ** **** *** events ** **** ******, ******. ***** ********** **** **** ***** can ** ********, *** ******** ****** ***'* ** ******** **** one ******* ** *****.

* **** **** ******* **** ** **** ***** ** *** as ******/****** ******** ** ************* *******, ** ****'* *** **** thing ****'** **** ******** ***** *** ****.

Undisclosed Distributor #4

06/17/15 11:03pm

*** ******* ****** **** ***'* ******* *** ***** **** ******** on ***** **** *** ******* ** *********, ********* ***** *** i"not ****** ********. **-**** ** *** ********* **** *** ***** be *********** ** *** *******.

Thumbnail profile pic

Ethan Ace

IPVM | In reply to Undisclosed Distributor #4 | 06/17/15 11:10pm

*. ** **** * ********* ****, *** ***-*****, ** ** mentioned ** *** ******. *** ****** ** *** ****** *** taken **** **** ******.

*. ** *** *****'* ************* *** *.** ** ********* ** more **** ****.

** ******* **** ***** *** ******* ** ***** ******
******* ******** (***) **********. *** *.** **
********* ** **** *** **** ***** ** *******

*** ***-*** (*** ******** ***-*****) ** ****, *** *********.

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