Milestone Machine Learning Camera Auto-Setting Examined
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.
MIPS ************ ********
*** ********* *********** *** ********* ** MIPS ****, ****** *** *** ** machine / **** ******** ********, **** a ***** *************. *** ********* **-****** presentation **** **** ******** *** ******** goals:
No ********** *** ************ ** ********
********* *** *** ****** ** * timeframe *** **** ******* ***** ***** to ********, ** **** **** ** would **** ** *****. *******, **** noted **** *** *********** ******** *** be ***** **** ********** ****** ** months, *** *** *********** *&* ***** working ** **** ******* ** ********* assigned **** ******* ** ******** ** innovations **** *** *-* ***** **** release.
3 *****-**** **********
**. ******, *********'* ******** ******** [**** no ****** *********] ********* *** * "Missions" ********* ***** **********, *** ********* camera *************:
- *****-******** **** ***********
- ******* ***** ***********
- ******* ******** *****/***-***** ************/********** ****
LPR ********** *************
********* **** * ***** *** *** to *********** *** ************ ******** *** camera **** ***-** ** **-*****:
***** **** **** * ********** *** car, **** *** *** *********** ********** the * ******* ********** **** ********* license ******, ***** *** ******* ******** from **********. ***** *** ******** ** blurred ******* ****** **** ***** ****** the ************, *******, **** *** *** note *** ****** **** *** *** benchmark ******-***** ******* ****** *** ******* changes **** ** *********'* ****-********.
Server ***** ********* ********
********* **** **** *** ***** ******-***** deep ******** ** ************* ****** * camera's ****, *******, ****, *** ******** settings. *** *********** ** *********** *** could ** *** ** * ********* recorder ** ****** ******.
Latency ********
*********** ****** ********** ***** ** ** issue *** ******* **** **** ** quickly ****** ******** ***** ** ******** lighting *** ****** **********. ******* ** a ****** ** **** ** ****** with *** ********* ******* ** ******* video **** *** ****** ** * server, ****** *** ****** ******* *** video *** **** **** **** ********. This **** ******** *** **** ** its *** ******* ********, ** *** scene *** ****** ***** ****** *** commands *** ********* ** *** ******.
Camera ****-******** ******* *****
******* ******* *** ******* ******** ** optimize *** ****** ******* *** ******* parameters (**** ** *******, ****, ***** balance, ***.). *** ** *** **** Milestone ******** ****, ** **** **, cameras *** ****** ** **** ******* advantage ** ***** *** ********** ********** resources *** ******** ** ******* ********. Plus, **** **** *** ********* ** knowing **** ********** *** ****** *** camera *** *** ** **** **** them *** ***** **********, ***** *********, by **********, ***** ********* ***.
Deep ******** ***** ***********
********* **** *** ********* *********** ***** ~40 ******* *** **** *** ****** and ******** ****** *** ** ******* the ****** *******. **** ** **** for ******* ***** ******** *** *************. Because ** **** *********** ******** **** (time *** **********) ********* **** **** are ******* ** ********** **** *** the ********* ******, ** * "******** service" ** ******.
**** * ******** *********** ** ***, they **** **-*********** *** ** *** at *** **** ********* *** ** much ******* **** *******.
Prototype ******** **** *** *****
*** ********* ** *** **** ************, Milestone **** **** ***** ********* ** only ********** **** "**-******" **** *** Canon *******.
*******, **** ***** *** **** ********* would ******* ***** *** ******** ****** driver ** *** ******* *** *** party *******.
*******
*********'* *********** ** ***** *** *&* and ********* ********* **** *** *** actually ******* (**************) ***** ******** ***** ********** **** the ********** ** *** ******** **** take ***** ** ******* ** *** never *********.
** ****** ********* ** *** ***** of **** ******** ***** *** ********** of ***** **** ******** ** **-***** the ******, ***** *** ********** **********. However, ** ********* **** **** ******* to ********, *** ** ***** ************, it **** ** * ***** **************.
Vote / ****
********** *****. ********** ****** **** ******* that **** **** *** *** ******* for ******* *** ****** ******** ************ of ****** ******** ** ***** ** their *****.
* *** ** ******, *********'* "*********** ** spend *** *&* *** ********* ********* they *** *** ******** *******" ** evidence **** ***** **** **** * technology **** ***, * ********* *** a **** ** *****.
***** ** ******* ***** **** ********** what *** **** ** ** ** the **** *-* *****, ***** *** example **** ** ***.
* ***** ** ***** ** *** other ********* ** *** ******** ***** do *** ****, ** ***** ** easier *** **** *********** ** **** what ** ******.
#*, ******, **** ** ** *********** counter.
***** ***** ***** ** *** **** side ***** ***** ***** **** ** be ************ **** ***** ******** ** other *********, ** *** ****** **** time ** **** ***. **** ****** why ********* ** *** ******** ***** longer-term ******** / ******* ** **** chips *** ******.
** *** ********, ******* ************* ********* do ***. ******* **** ** ***** or ******** ** ********, **** ********* only ******** **** *** ******** *** ready ** **** * *** ****** away. *** **** **** **, **** Hikvision ** **, *** *** ******* announcement *** ****** ******** ******* ******** reduces ********** ** ****** *** **** in **** ** *** *******'* *** employees.
*** **-******* ******** ** ******************************** *** ******* **** ********** ********. This ****** * ******* ****** ** people ** ** ***** *** ***** planning. ** *** ********, ******* ** stage ** ***** ** *** ****** and *********** ** ** ******* ** a ***** ********* ********.
*** ********* ** *** **** ************, Milestone **** **** ***** ********* ** only ********** **** "**-******" **** *** Canon *******.
*******, **** ***** *** **** ********* would ******* ***** *** ******** ****** driver ** *** ******* *** *** party *******.
**** ** *** ** ** ***** it ***** ** ****** ******** *** a ****** **** ***** ** ****/***** compatible, *** **** ***** ******* *** accessed **** ***** *** ***** *******. from **** *’** **** ******, **** cameras *** “***** *** ********” ******* just *** ****.
***** ****’** *** ** ******* ***** drivers ** ******* **** ** **** new *************? ** **, ** ***** be * ***** ***** *** ******* are ** **** *****.
* ***** ** **** **** *********, but **** **** ** ***** *** project *** **** ** *** *** dynamic ************* ** *** ***** *** field *******. * ******* **** *******. This ** ** ********* **** *** IPVM **********. ** ** *******? **. Does ** **** **'* ***** *** awesome *** ******? ****. **'* ***** useful.
****** * ***’* ***** ** **** work ********* *** ** *** ***, I ***** **’* * **** ** the ***** *********.
* ***** **’* ***** ** ** a **** ** *** *** ********* camera **** ** ***** ** ** buy *** ******* ****** *** **** Milestone ** *** ******.
** ** ********** ****** ** **** centrally ** ****** ** ** *** be ******* *** **** ***** **** easily, *** ***** ** ****** ** all, ********* ********* ***
* ***** **’* ***** ** ** a **** ** *** *** ********* camera **** ** ***** ** ** buy *** ******* ****** *** **** Milestone ** *** ******.
*****, ****'* * ********** ***********.
*** ********* * ***'* ********** ** that ********** ***** ****** *******, ****, who ** *** **** ****** **** camera ************ ** ********* *****, ** going ** ******* **** ********** (** inside ********* - **** ******* **** trends). ** **** **** ***** ** on ***** ** ***** ** *** people *** **** **** **** ***** be ****** ** * *****!
**** ********** **** ******* ** ******* in *** ******** ** ****. ****** manufacturers ***'* **** ***** ***** ******* being ********* ** * *** ***** VMS, ********** * ****** ******* ** a ***** **********. * **** ** at ***** *** ******* **** *** change ******** ************* ***** ** ******* light ********** ** ** * ********. If ** ** ********* **** ******** like ***, ***** *** ***** ** templates **** ****** *******, ****, *** color *** **** ********.