Milestone Machine Learning Camera Auto-Setting Examined

Author: IPVM Team, Published on Mar 13, 2019

Milestone wants to improve image quality using Machine Learning to solve the problem of "a camera doesn't know what it is being used for", automatically, without user input.

We spoke to Milestone, and in this note, we examine the offering, analyze its value, risks and industry impact.

********* ***** ** ******* ***** ******* ***** ******* ******** ** solve *** ******* ** "* ****** *****'* **** **** ** is ***** **** ***", *************, ******* **** *****.

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

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

MIPS ************ ********

*** ********* *********** *** ********* ** **** ****, ****** *** use ** ******* / **** ******** ********, **** * ***** demonstration. *** ********* **-****** ************ **** **** ******** *** ******** goals:

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

********* *** *** ****** ** * ********* *** **** ******* being ***** ** ********, ** **** **** ** ***** **** be *****. *******, **** ***** **** *** *********** ******** *** be ***** **** ********** ****** ** ******, *** *** *********** R&D ***** ******* ** **** ******* ** ********* ******** **** looking ** ******** ** *********** **** *** *-* ***** **** release.

3 *****-**** **********

**. ******, *********'* ******** ***************** *** * "********" ********* ***** **********, *** ********* ****** configuration:

  • *****-******** **** ***********
  • ******* ***** ***********
  • ******* ******** *****/***-***** ************/********** ****

LPR ********** *************

********* **** * ***** *** *** ** *********** *** ************ adjusted *** ****** **** ***-** ** **-*****:

***** **** **** * ********** *** ***, **** *** *** demonstrate ********** *** * ******* ********** **** ********* ******* ******, speed *** ******* ******** **** **********. ***** *** ******** ** blurred ******* ****** **** ***** ****** *** ************, *******, **** did *** **** *** ****** **** *** *** ********* ******-***** setting ****** *** ******* ******* **** ** *********'* ****-********.

Server ***** ********* ********

********* **** **** *** ***** ******-***** **** ******** ** ************* adjust * ******'* ****, *******, ****, *** ******** ********. *** application ** *********** *** ***** ** *** ** * ********* recorder ** ****** ******.

Latency ********

*********** ****** ********** ***** ** ** ***** *** ******* **** need ** ******* ****** ******** ***** ** ******** ******** *** motion **********. ******* ** * ****** ** **** ** ****** with *** ********* ******* ** ******* ***** **** *** ****** to * ******, ****** *** ****** ******* *** ***** *** then **** **** ********. **** **** ******** *** **** ** its *** ******* ********, ** *** ***** *** ****** ***** before *** ******** *** ********* ** *** ******.

Camera ****-******** ******* *****

******* ******* *** ******* ******** ** ******** *** ****** ******* and ******* ********** (**** ** *******, ****, ***** *******, ***.). And ** *** **** ********* ******** ****, ** **** **, cameras *** ****** ** **** ******* ********* ** ***** *** increasing ********** ********* *** ******** ** ******* ********. ****, **** have *** ********* ** ******* **** ********** *** ****** *** camera *** *** ** **** **** **** *** ***** **********, which *********, ** **********, ***** ********* ***.

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

********* **** *** ********* *********** ***** ~** ******* *** **** new ****** *** ******** ****** *** ** ******* *** ****** network. **** ** **** *** ******* ***** ******** *** *************. Because ** **** *********** ******** **** (**** *** **********) ********* said **** *** ******* ** ********** **** *** *** ********* server, ** * "******** *******" ** ******.

**** * ******** *********** ** ***, **** **** **-*********** *** be *** ** *** **** ********* *** ** **** ******* time *******.

Prototype ******** **** *** *****

*** ********* ** *** **** ************, ********* **** **** ***** prototype ** **** ********** **** "**-******" **** *** ***** *******.

*******, **** ***** *** **** ********* ***** ******* ***** *** XProtect ****** ****** ** *** ******* *** *** ***** *******.

*******

*********'* *********** ** ***** *** *&* *** ********* ********* **** are *** ******** ******* (**************) ***** ******** ***** ********** **** *** ********** ** *** features **** **** ***** ** ******* ** *** ***** *********.

** ****** ********* ** *** ***** ** **** ******** ***** the ********** ** ***** **** ******** ** **-***** *** ******, which *** ********** **********. *******, ** ********* **** **** ******* to ********, *** ** ***** ************, ** **** ** * solid **************.

Vote / ****

Comments (8)

**** ********** **** ******* ** ******* ** *** ******** ** then. ****** ************* ***'* **** ***** ***** ******* ***** ********* on * *** ***** ***, ********** * ****** ******* ** a ***** **********. * **** ** ** ***** *** ******* that *** ****** ******** ************* ***** ** ******* ***** ********** or ** * ********. ** ** ** ********* **** ******** like ***, ***** *** ***** ** ********* **** ****** *******, gain, *** ***** *** **** ********.

********** *****. ********** ****** **** ******* **** **** **** *** SoC ******* *** ******* *** ****** ******** ************ ** ****** networks ** ***** ** ***** *****.

* *** ** ******, *********'* "*********** ** ***** *** *&* and ********* ********* **** *** *** ******** *******" ** ******** that ***** **** **** * ********** **** ***, * ********* and * **** ** *****.
***** ** ******* ***** **** ********** **** *** **** ** do ** *** **** *-* *****, ***** *** ******* **** it ***.

* ***** ** ***** ** *** ***** ********* ** *** industry ***** ** *** ****, ** ***** ** ****** *** more *********** ** **** **** ** ******.

#*, ******, **** ** ** *********** *******.

***** ***** ***** ** *** **** **** ***** ***** ***** need ** ** ************ **** ***** ******** ** ***** *********, so *** ****** **** **** ** **** ***. **** ****** why ********* ** *** ******** ***** ******-**** ******** / ******* on **** ***** *** ******.

** *** ********, ******* ************* ********* ** ***. ******* **** or ***** ** ******** ** ********, **** ********* **** ******** when *** ******** *** ***** ** **** * *** ****** away. *** **** **** **, **** ********* ** **, *** gap ******* ************ *** ****** ******** ******* ******** ******* ********** in ****** *** **** ** **** ** *** *******'* *** employees.

*** **-******* ******** ** ******************************** *** ******* **** ********** ********. **** ****** * ******* number ** ****** ** ** ***** *** ***** ********. ** the ********, ******* ** ***** ** ***** ** *** ****** and *********** ** ** ******* ** * ***** ********* ********.

*** ********* ** *** **** ************, ********* **** **** ***** prototype ** **** ********** **** "**-******" **** *** ***** *******.

*******, **** ***** *** **** ********* ***** ******* ***** *** XProtect ****** ****** ** *** ******* *** *** ***** *******.

**** ** *** ** ** ***** ** ***** ** ****** XProtect *** * ****** **** ***** ** ****/***** **********, *** that ***** ******* *** ******** **** ***** *** ***** *******. from **** *’** **** ******, **** ******* *** “***** *** XProtect” ******* **** *** ****.

***** ****’** *** ** ******* ***** ******* ** ******* **** of **** *** *************? ** **, ** ***** ** * while ***** *** ******* *** ** **** *****.

* ***** ** **** **** *********, *** **** **** ** start *** ******* *** **** ** *** *** ******* ************* of *** ***** *** ***** *******. * ******* **** *******. This ** ** ********* **** *** **** **********. ** ** perfect? **. **** ** **** **'* ***** *** ******* *** useful? ****. **'* ***** ******.

****** * ***’* ***** ** **** **** ********* *** ** the ***, * ***** **’* * **** ** *** ***** direction.

* ***** **’* ***** ** ** * **** ** *** the ********* ****** **** ** ***** ** ** *** *** cheaper ****** *** **** ********* ** *** ******.

** ** ********** ****** ** **** ********* ** ****** ** it *** ** ******* *** **** ***** **** ******, *** place ** ****** ** ***, ********* ********* ***

* ***** **’* ***** ** ** * **** ** *** the ********* ****** **** ** ***** ** ** *** *** cheaper ****** *** **** ********* ** *** ******.

*****, ****'* * ********** ***********.

*** ********* * ***'* ********** ** **** ********** ***** ****** company, ****, *** ** *** **** ****** **** ****** ************ on ********* *****, ** ***** ** ******* **** ********** (** inside ********* - **** ******* **** ******). ** **** **** would ** ** ***** ** ***** ** *** ****** *** tell **** **** ***** ** ****** ** * *****!

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