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)

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

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

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

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

*** *** ********* ******** **** *** ****** ******** ******* ** the *** ******* ******* **** ** **** *** **********. ******* they ****** ** **** ****** ****. ** **** ** *********** to *** *** **** ******* **** * ****** ****** ** time. * **** *** ****** **** "** ******" ********* ***** they **** **** ******* ****** *** *** ****** ***** ** be ********.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 on Video Analytics

Directory Of 92 Video Analytics Suppliers on Jan 04, 2018
This directory provides a list of video analytics providers to help you see and research what options are available. Video...
2018 Top Sales Interest For Integrators on Dec 20, 2017
130+ integrators answered: This is a key question, especially for manufacturers, as it impacts what areas to focus more on and what...
Failed Retail Video Analytics Startup Analyzed on Dec 19, 2017
Most manufacturers in this industry try hard to cover up failure. But an industry startup backed by Silicon Valley's most prestigious accelerator...
Axis Network Radar Tested (D2050-VE) on Dec 19, 2017
Axis is expanding into a new market - radar. The company has released their D2050-VE Network Radar Detector, claiming to minimize false alarms, in...
2018 Video Surveillance Cameras Overview on Dec 11, 2017
This report concisely explains the developments for surveillance cameras offered in 2017 and the state of offerings going into 2018, including...
Top 2017 Trends - Cyber and Analytics on Nov 09, 2017
The 2 clear top 2017 trends, according to IPVM integrator statistics are: Cyber Security Video Analytics This is a change from 2016...
Deep Learning Tutorial For Video Surveillance on Oct 17, 2017
Deep learning is a growing buzzword within physical security and video surveillance. But what is 'deep learning'? In this tutorial, we explain...
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...
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....
Nvidia For Video Surveillance Examined 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...

Most Recent Industry Reports

PoE Powered Access Control Tutorial on Jan 19, 2018
Powering access control with Power over Ethernet is becoming increasingly common.  However, access requires more power than cameras, and the...
If You Have 4 Cameras, You Can Throw Them Away, If You Have 400, They Throw You Away on Jan 19, 2018
Do users care about anything but price? Do user care about cybersecurity? Do users care about trusting their supplier? These have become...
Chinese Government Hikvision Surveillance System On US Government Network on Jan 18, 2018
Hikvision, the Chinese government-owned manufacturer, has publicly claimed that their products are running on a US government network. Moreover,...
Winter 2018 Camera Course on Jan 18, 2018
Learn video surveillance and get certified. Register now. Save $50 on the course, ending this Thursday the 18th, plus get access to 2 class times...
VSaaS Usage Statistics 2018 on Jan 18, 2018
VSaaS has been a 'next big thing' for more than a decade. The prospect of managing, storing and streaming video from the cloud rather than...
Vivint Streety Video Strengthens Door Knocking on Jan 17, 2018
Vivint is famous (or infamous depending on your perspective) for mastering large scale door to door selling. The company has skyrocketed from a...
Axis: "It’s A Question Of Trust And Who You Want To Be Associated With" on Jan 17, 2018
Who do you trust? Who do you want to be associated with? Axis is raising hard questions to start 2018. In this note, we examine these questions,...
Software House Vulnerability Allows Inside Attacker To Open Doors on Jan 17, 2018
A vulnerability in Software House IP-ACM modules allows an attacker to potentially unlock doors, or perform other actions, on affected systems....
'Defiant' Hikvision 'Strikes Back' At WSJ And US on Jan 16, 2018
The fight is on. Hikvision and their owner, the Chinese government, 'strikes back' against the Wall Street Journal and US politicians raising...
The 2018 Surveillance Industry Guide on Jan 16, 2018
The 300 page, 2018 Video Surveillance Industry Guide, covering the key events and the future of the video surveillance market, is now available,...

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