17 US Cities Boycotting Products That Include Facial Recognition
15 US cities, 1 county, and 1 state, have not only banned government use of facial recognition, but are effectively boycotting the purchase of any product that includes facial recognition, with the City of Oakland, CA declaring that they are "sending a message to the market not to develop these products."
Inside this note, we examine:
- Who the 17 US locations are
- The rationale from Oakland, CA who has been a leader in opposing facial recognition
- How it impacts manufacturers including Avigilon, Briefcam, Dahua, Hikvision, and more.
- Why the ACLU, EFF, and Fight For the Future supports this in comments to IPVM
- Why SIA opposes this in comments to IPVM
17 ** ********* ******* ******** **** ******* ****** ***********
***** *** ********* ** **** ******* facial *********** ** ***** ****** *** US,********* ** ***** *** *** ******, * ******* ****** *** ******* non-profit. ** ********* **** ********** ******* to *******'*, ***** *** *** ********** from **** ********* ******** **** ****** recognition. ***** ********* *******:
- *******, **
- *********, **
- ********, **
- ******, **
- *********, **
- *********, **
- **** ******, **
- *******, **
- *** *******, **
- ***********, **
- *******, **
- **********, **
- ********, **
- ********, ** (**** *******)
- **********, **
- ***********, **
- ********
********, ** ** ******* ******* *** city ****** *** ********* ********** ** facial *********** ***. ****** ******************* **** ******* (*.*. *** **********) from ********** *** ***** *** **********:
******* ***** *** *******, ******** ** use **** *********** ************, ****** ** expressly ******** ** ******* (*). **** prohibition ******* ** **** *********** ************ that *** ******** ** *** ***** with ** ******* *** ******** ** monies ** ***** *************.For ******** ** *******, **** ***** ******* ***** *** ********, ***** ** ****** * ******** ** **** ** **** *********** ************. [emphasis *****]
5 ** ********* - ****** *********** ****** ** ****, *** *** ** ********
**** ********* *** ****** *********** *****, but ***** ********** ***** **** *** buying ****** ***********, ** **** ** that ********** ** *** ****:
*** *********'* *** ***********' ********** ******* a ******* **** ************ **** ** is *** * ********* *** *** city ** "******* ****** *********** **********" if **** ********** ***** ******* **** a ******* *** ** **** ** the ********** **** *** *** *** technology.
*** *********'* **************:
(*) ** ***** *** ** * violation ** ********** (*) *** * City ********** ** ******* **** *********** Technology ** ****-****** ******** ** * City-issued ******* ** ******, ******** ****:
(*) *** **** *********** ********** ** a *****, ************-********* **********, ******* **** software ** ****** ** * ******* or ******, *** **** *** ********* unrelated ** **** *********** ********** *** necessary ** ******* ********* **** *********;
(*) *** ********, *******, ** ****** was *** ******** *** *** ******* of ********** *** **** *********** ********** function;
(*) *** **** *********** ********** ****** be ******* **** *** ********, *******, or ******; ***
(*) *** ********** **** *** *** the **** *********** **********.
***********' *********** ********* *** ****.
*******'* *****-**** ********** ** ****** *********** technology**** ********* *** *********** ******** **** using *** **********, *** ***** ** no ******** **** ********* **** **** obtaining **:
***** *** *** ** ****** *********** technology ** *** *********** ******** ** authorized ** ** ********* ** *** General ********, * *** *********** ******* shall *** *** ****** *********** ********** or *********** ******** ******* *** *** of ****** *********** ********** ****** *** use ***** ** ********* **** ******* to ****** ***** ** *.*.*. § 4622 (*** *********** *** ** ******).
*******'* ********** ** ****** *********** ******************* **** ********* ****** ******** **** using ****** *********** **********:
** ** ********* *******, **** *** use ** ****** *********** ********** ** the ******* ****** ********** ** ****** prohibited ** *** **** ** *******.
Oakland ****** *********** *** ********
*******'* ****** *********** ***********, ****** ** **** **** *** one ** *** ******'* ******** ****, makes ** ******** *** *** **** to ******* *** ** *** ****** recognition ********:
*. *************** *** ***** ********* ** this ******* (*.**), ** ***** ** unlawful *** *** **** ** *** City ***** ********, ******, *******, ******, ** ***:
*. ********* ************ **********; **
*. ********** ******** **********; **
*. *********** ******** **** ****** ********* Surveillance ********** ** ********** ******** **********. [emphasis *****]
****** *********** ***** ***** "********* ************ technology":
"********* ************ **********" ***** *** ******** software **** ****face *********** ********** or other remote biometric recognition in real time or on a recording or photograph. [emphasis added]
*******, *******'* ********* ********* ****** *********** as ** ********* ******* **** ********** an **********:
"**** *********** **********" ***** ** ********* or ****-********* ******* ****: (*) ******* in *********** ** ********* ** ********** based ** ** **********'* ****; ** (B) ********** ** **** *************** ** an **********'* ****, ****, ** **** to ***** *******, ************, ***********, ** the ******** ** ** **********.
******** ******* ****** ****** **** *** ordinance ****** **** *** ****-**** ****** recognition *** ***** *** ****** ** scan ******* *********, *** ******* **** Council ********** ******* ** **** *** ordinance **** **** *********** ********,***** **** ********.
Commissioner ***** **********
***** *** ******* ** ******* **** throughout ********** ******* **** *** ****, all ** ***** **** ********,* *** **** ***** ******* ****. ********* ** *** *******, ***** works ** ****-************ *********** "******* ** sees ** *********** ** *** *** the ********** ****** ** ******* ********** and **********."
"Sending * *******" ** ********* ** **** ********** **** ***
** * ****** *** ******* ** which******* **** ********* ** **** ** the **** ****** *********** ********** *** ******* ******* ********** *******, PAC ***** ***** **** **** *******'* ban ** **** ********* ****** *********** is ***** ** "**** * *******" to ********* ** **** ********** ****** recognition ********:
** ***'* **** ****** **. *** the ****** ***, *** * **** this ***'* **** *** *****. *** the **** ** *** ************* ** that ** *** ******* * ******* to *** ****** *** ** ******* these ********, *** ****, ** ***'* want ** ** ********** **** *** indicating **** ***** ** * ****** for ****.
***** ********* **** **** ** ******* promises *** ** *** ****** *********** (i.e. **** *** ******* ***), *** city ***** ****** **** *** *** product:
** **** ****** ***** ***** ** even * **** *****, ***********, **, you ****, ******** *** ** *** it. ** ***'* **** ** *** Oakland, ******** *******, **** ** *** acquisition ** ****.
Rejected ** *******
*******'* ******** *** ******** ** *******, **** ***** ******* *** ****** recognition ****** ** *** ******** "**** on *******":
*** ** *** ****** *********** *****, I ***** **** ** **** ** arrival. ** ** **** *****.
Companies ********
************, ***** ************ ********* *** ********* facial *********** ** * **** **** of ***** ********. ** ****** ****** the ** *** ************ ******** ******* the ******** ** ****** *********** ********, this ** * ******** *** ***** video ************ *********.
***** **** **********, *******'* **** ******** system, *** ***** **** ** ***** facial *********** ******* ******* **** ********, which ** * **** ** ********, are ****** ******* ***** *** *** contained ** *** ******* ************ ********** ordinance.
******** ** ******* ************ *********, ********* ****** ***********, *** widely **** ** ****** ****** *****. ******** ****** *************** **** ********** *** ***** *** of ****** ************* ********* ** ********, **** *** ACLU ******* **** **** *.*. ****** departments ******** ********’* ********** “** ****** ************** or **********.” *******'* ***, *** ******* ****, will ****** ********'* ******** ** ****** are ** ****** ******* **** ** buy ****** *********** **********. ******, ****** and *** *******, *** ****** **** prohibitions ** ********* ****** *********** **********, were ********* ** ********. *******, *** Orleans********** ******* ***** *** ******** ** late ****. ******'* ******** **** ******** *** up *** ******* *** ** ******* to ******* ****** *********** ********* ** May ****, *** *** ****** ************** *** **** ***** "*** **** up *** **** **** [****** ***********] of *** ******** ******."
********* *** ***** **** **** ****** their ********'****** ***********************. *********, *** ******, *** **** ban *** ************* ******** ***** ** business, *** ** ** ******** ***** governments *** ********** ***** ******** *******. However, ****** *********** **** **** *** one ** ******* *** **** **** negative ********.
Support **** ******* ******
******* *** ******** ****** ************** *** *** ******, ******, *** **************** *** ***** ** ********** ****** recognition ******** *********.
** ******* *******’* **** ********** *** seeing ******* **** **** ***** ***** and ******* * ***** * *****. Local **** ** ****** *********** **** the *** ** ******* *** **** protecting ****** ** *** ********* *** also ******* * ****** ******* ** tech ********* **** ** ****** **** they **** ** **** **, ****** don’t **** ****** *********** **********.
********* **** ************ ** *** *********** means ********* *** ******** ** ******* that **** **** ********** ***** **. More *** **** *********** *** ****** no ** ********* **** **** *** spread ** **** ************ -- **’* past **** *** ********* ** **** note.
** *******, *** ******* ******** ********** plays ** ********* **** ** **** process. ** **** *** **** ******** decision, **** ******* ******* **** **** an *********** ** **** **** ******* beyond ***** ************ *** ****** ****** to **** * *** ******* ** technology.This ******* *** ** ********* ******* ** *** **** ** ** ********. ******** ** *** ********* **** *******'* **************, ***** *** **** **** ** **** *********** ********** ****** ************** ******* * *****-***** ********. **** ** ***** **** ******** ******* *** *** ***** **** ********** **** **** ** **********. As Chair Hofer accurately points out, Oakland's ordinance defines facial recognition as "an automated or semi-automated process that: (A) assists in identifying or verifying an individual based on an individual's face; or (B) identifies or logs characteristics of an individual's face, head, or body to infer emotion, associations, expressions, or the location of an individual. "
** **** ********** ** ********* ******* of ****** ************ (*****) *********** **** empowers *** ********* ** ****** ** a ********** ** *********** *** ***** city, ***, ** ** **, ***** what ********** *** ***********,EFF ******** *** ***** ** *** ****** ** ******* ** ****** *** ******** ** ******* ********** **** ** *** ** ******* **** ***** ********** *** ************. [emphasis added]
SIA ********
*** **** **** ** ******** "****** recognition ********** ***** *** ******* *****" and **** ** **** *************:
******* *** **** ** ******* *** choose ** *** ******** ** *** facial *********** ************, ******* ****** *********** technology ***** *** ******* ***** *** brings ***** ** *** ******** ***** when **** *********** *** ***********. *** believes *** ********** ********, ********* ********* technologies, **** **** ** **** *** purposes **** *** ******, ******* *** nondiscriminatory. ** ***, ** ******* **** transparency ****** ** *** ********** **** governs *** *** ** ****** *********** technology *** **** ********** *** ********** use. ** ****** ** ***** **** and ***** **** ************* *** ********** is **** ** **** ** *** processes *** ********** ********* **. ******* transparency *** ************** ******** *** *** best **** ** ******* ******** *** ensure *********** *** ** *** **********, without ************ *********** ***** **** **** become ********* ** ****** ******.
*** ***** *** ***** ******** *** there - ****** ***** ************ - where ***** *** ** * ******** drawn?
**** ** **** ** ** ***** of *** ***** ************ ************* ****** (or ** *** ******). *** *******, Axis ** ******** *** ******** ** this ***** **** ** *** ***** facial *********** **********, *** *** ********* connect **** ******* ** ****** *********** but **** ** '********' / '*********' separately **** **** *******.
**'* *** **** ***** ** *********** were ***** **** * ******* ****** of ***** ************ ******** **** **** recognition ********, *** ****, ** *** base *******, **** * *******.
* **** ** ******* **** *******. It ** * ****** ****. **** are *** *** *** ****** *** police. *** ***** ****** ****** ** they ***'* **** ****** ** ***** being ********** ******* **** ** *******. The ***** ******** ** *** ****. SF *** **** *** **** *** with ***** ** *** * **** great **** *** ******. ***** **? Check *** *** *** ***** ** app:
*.*. *** *****-** ***: ******* ******** Tracker *** *** *********
**** ***** ** ******* ******* ***'* buy ***** ****** ***** **** *** have ********* *** ****** ************** ******* built ** ***.
***** ** **** **** *** *** old ****** ****** :)
**** ******** **** *** ** * licensed ******* ******* ** *** ***'* pay *** *** ******* ** *****'* work ** *** ***. **** ** a ******** *** *** ******* *** it's *** **** *** **** **** still ******** *** ******?
**** ***** ***** ******* **** *** face *** *** ***** ******* *** integrations?
****** *********** ******** ** * **** thing. ******** *** ** ** **** and ** ****, *** ** *** ban *** *************. ** ****** ** used ** **** *** '*** ******' and ***** *** ********* *****. *********** can ** ******* ** ** **. They ****** **. *** ***'* ****** crimes ** ** ****** *** ********* while ***** *** ***********'* ***** ****** the ****.
**** ********: ** *** ***'* **** to ** ********** ***** ********** * crime, **** **** * **** **** your ******** **** -- ** ***'* do *** **** *****.
*** **** **** *******: *********** *** watch ** **** *** *** ***. I ***'* ****. * **** *** law. **** ** ****, ** ***-***** cameras? **** ***** '*******' ***** ** a ***** ** **! ******, **** are ** ********?
*** ********* ** *** ****. **** council *** ****** * **** **** would *** ****** *********** ** *** city *** * ******* *** *********** agencies *** ******. ** ***** ***** to ** ****** ** *** ***** to ** *******. ***** ** * chance ** **** ****** *** ** sign ** *** ** *** ****** public ******* *** *** ***********.
****: ******* ****, ** *** ****** by *** ***** *** **** ***.
****** *** *******! * **** ******* the *********. *** *********** ** ******, as ** **** *** ***** *** the ******** ***** ********** ****** (****) to **** ******* ******** ** ******** investigations.
**** ***** ** *** *** ******** a **** **** **** ******* ******** from ****** ***********. ********, ** ****** private ******** **** ***** **** *** in ****** ***** ******** ** ******* 2021, *** ** ***** **** ********* is ******* ******* ******** **** **** obtaining (******) *** ***** ****** ***********.
*** **** **** ************ *** *** of ****** ***********. ** *** ******* the ***, *** ***** ** ******* to * **** ** >$*,*** ***/** >12 ****** ************. *** ******** *** Review **** **** **** ** ***************** *** "***** ** *** ***** cross *** **."
*****'* * ****** ****** ** **** ordinance, ** **'** ************* ****** ** 12/31/2022 ****** *** **** ******* ******* the *** *** * **** ***** "***** *********** *****, ********* ****** ******** and *********** ******** ********* **** **** prohibitions *** ************ *** ** *** public ********."
**** **** **** **** ********* *** enforcement *** *** ****** *********** ********** in ************? ***, ** ******* ********* at ***** ********? ** **** ****** MIRS?
**** ********. * **** *** ********* to **** **** ****** ****, ** police ***'* *** **** *** ** cameras ********* ** ***** ********.
* ******* **** ******* *** ***** the **** "**** ****** ****** **** the ***" (********* ***,*****) *** * ***** ****'* ******** misleading ***** ******* *** ********* ****** there's ********* **** **** * ** not ***** **. ****** *** "****** from *** *********" ** **** **** still **** ****** *** *** *** MIRS, *** **** ***** *** ** able ** ******** ** *** **** rec ** ******* ** * *******. I *** *** *** ******** ** the ********* **** ********* **** *** enforcement *********, ***** **** ****** ** MIRS.
****: *'* *** ******* ** ******* news ******* **** *** ****** ********** is ***** ***"************ ** *** ***** ** ******** and *** *** **** *******"** **** ****** **** **** **** the **** ******* ******** *** ***** to **, **** ********* *** ******'* facial *********** *******, **** *****. *'* reaching *** ** ********** ********** ******* who ********* *** **** ** *** some *************.
****** ***** **** ********. * ***** portion ** ** ******* *** ** the ********* ****** *** *'* ********* how **** *** ****** ******** ********. Appearance ****** ***'* **** ****** *********** (that *** ** * ************* *****) and ****** *********** ** * ******* unlocked **** **** ******** ********* - so *** **** ********* ****** ******** Avigilon ********?
****** *** **** ********* ** **** topic!
* ***** ********** ******* ************ ***** the ********* ********, ** ****:
***** *** ******* **********, *** ******** would ** *******, ** **** **, those ******** *** *** *********.
****, *** ****** ***** ************* *** facial *********** ** * ****** ******* if **'* **** *** ****** ********:
*** ********** *** ******* **** **** isn't ********* ********* ***** **** ** the ********* ****** **********
***** *** ******* **********, *** ******** would ** *******, ** **** **, those ******** *** *** *********.
****'* **** **** - ** ***** they're ***** ******** ********** ***** **** but ******* *** ****** *********** **** still ******* *** **** ***** ** security.
****, *** ****** ***** ************* *** facial *********** ** * ****** ******* if **'* **** *** ****** ********:
* ****'* ******* ***** ********* ******** using ****** *********** - ** ***** that ****** ******* ****** *********** *** LE ******** ***** **** ** *********** from *** ***, *** ************ ****** recognition ** ****** *** *** ****** and ******* ******** ** *** ****.
********* ** ** ********. ***** **** happens:
********* **** *******: **% ** **** school ******** **** ***** *.* *** | ****
********* **** *******: **% ** **** school ******** **** ***** *.* ***
**** *** *** *****.
*** ****** ******** **** ** ****** city ******* ** ** *** *******. I ****** *** ** ***** ***** places *** **** *** ** **** your *** ******* **** ** *** leave ******* ******.
*** **** ******* *** *********. ** assessed ***** ** ********** $*** ** below ** ** ***** ** * jaywalking ******. **** **** ** *** locals *** ******** ** **** ** to ****. ** *** ***** *** a ***** *** *** *** ********. Make **** ** *** ** *** at ***** *** **** ***** *****.....
*********** **** *** ****** **** ******* about ******* **** ********** *** *** ones **** **** ** *** ****...
** *** ****** ** ****** *** Homeland **** **********, ********* *** **** the ******* ** *****; *** ** they *** ***** *** **** *** us ** ******* *** *********** ** protect *** ********; ***** ** ** go?. ** *** * *** ******* law *********** ** **** ** ******, and ** *** ***** **** ***** to ** ** ************ ********; * see *** ** *** ** *** journey ** ******** * ****** **** Venezuela, *********, ********, *****, ***.
*************, **** ******* *** ******* "****** recognition" ** *** **** ** * "trademark" ****** ** **** ** **** like **** *** ******* ****** *********** "technology". ******* ** *****'* ****, ** will ***** ****, **** *** *** quality ********* **** ***'* ****** **** the ******* *** *********** ************, ********* to ******* ******** *** ******** **** recognition *******. ****, ***** *** ******** manufacture *** **** "**********" ******** *** harmed ** *** **** **** ** that *******.** ****** *** "**********" ** good *** ***** **** ****, ** not ******** ****** *** *****, ********, FBI, ***, ***. ***** *** *** it.But, *** *******, ****** *********** ** a ********** ** *** ****** *********** technology. ** *****'* **** *** ******** people **************. **** ** ********* ******** sensations *** ******** ***********. ** ** a ***. *** **** *****/******* *** easily *** *** ** ******* **** are *** ******* *** ****** *** system. **** ***** ****** ** **** what *****'* ****. ***** *** ******** buys *******, ***** ** ******* **** to ** *** *** ************ *** actions **** ***** ******* *** ** these ******, ***** ********** ******* **** *** ********* ************ ***** *** **** **** ****** be******* *** ********. ** **** * ********* *** constant ***** ******* **** **** ** quack *******. **'** ****** ********* ** explain **** ****** ***** *** **** doesn't **** ** ****.** ****** ** easier. **** * *** **** ** our ******** ***** ****.**** ****** ****.******** ******
** **** ** *** ** ** the *** ** ****** ***********, ********, should ** ** ** *** *** ban? **** ***** ****** ****** **** struggle **** ***** ***** ******* * huge **** ***** ** *** *** of *** ***, ***** ** *** consumer. *** *******'* **** ** ******* to *** ****** *********** ** ******** a ***** ***** ** ** ***** store? ** ***'** **** ****** * thief *** ***** ** ******* ** they *** *** ***.
******: **** ******* *** **** ***** to *** *** **********:*** *******'* ********* ** ******* ** Use ****** *********** ** ******** * Known ***** ** ** ***** *****?
*******. **** ********* *** ****** ** Facial ***********. ** ****** *** **** person *** ******* ** ****.
******** **** ***** ****** *** *** falsely ******* ** ****** ***********?
*.*.***** ****** ****** *********** ************* ********, Alleges ****** *********
****, *******. ***** *** *** ***** products *'* ********* ** *** ***** I *** **** **** *** *** facial *********** **********. **** *** **** a *********. ******** **** ***'* ** the ***** *****, ***'* **** *** mandatory ******* *** *********** ************, *** produce **** **** ** ******. ****** recognition ***** * **** ********. ***** you ******* ***** ****** *********** **** a ****** ** **********? **, ** is *** ****** ***********. ** ***** it's *** **** *** ************* ******* and **** *** ***********. *** ** are ** *** **** *******, ** it ** ********* ** ** ************* with ***** **** ******* *** ******** and ***** *** *********** ** *******-**** technology. ****, ***, ** *** ******** in **** ****** **** *** *** good *** *** ******** ***. *************, end ***** ***'* **** *** ******* in ***** **********.
****, ***, ** *** ******** ** this ****** **** *** *** **** and *** ******** ***.
*** *** *** **** **** *** bad **** ** **** *******?
* ******** **** ********, *** *****, ethics ** * ******** **** * value **** ****. *** ** *** won't ** ************ ** **, * can ****** **** *** ******** *** you. **** ******* *** ****, ********, the *** ***.... **** *** *** Milestone, *******, *** *** ***... **** FR *** ****, *****, *** (*** that * **** ** ******* ****** our ***********), *** *** **** ***... I'm ***** ** * *****'* **** able ** ******* *** ********** *** I'm **** *** ********** **.
Only ********* *** ****** ** ****** ***********. No honest and good person has nothing to fear.
**** ********** ******* *** ********** ***** rights ******** ** ****** *** **** people **** *** *********** *** ** this ********** ** *** ****.
******** ***** *** **** ******** ***** the **** ***** *********** ********** ** criminals *** ** *****.
**, *'* ** *****, ***'** *****. I ***'* ****** ********** ********. * only ******** *** *** ** ********** when ******* ********* *** *******. ** fight ** ******* ***** *** **** anything **** *** ******* **** **** only *** **** "**** ***********" **** never **** *** **** ***** ** on ********** ****'* **** *** *********.
* **** ** ******* **** **** position ********* **** ** **** ** and **** ***'*.
** ******** *** ** **** ****** specific ********* **** '**** ********* *** afraid ** **' - *** **** insinuation **** ** ** * ***** that ** ******* *** ****** *** good **** **** ***** **** *** to '****' *** **********.
* **** ******** *** *** ** technology **** ******* ********* *** *******.
*******, ******* ***** '****** *** ***' - ** ***** ***** *** **** few ******** **** ******** *** ***.
* ** ****-*** *** ***-**********.
* ** ****-*** *** ***-**********.
**** ******, *'* ***** **** ***. Because ** *** **** *** ** also **** **** ********** *** ***** don't ****** *** *** ******* ** they ******.
**, ****** ** ******* * ******** didn't *** *** *** ***** ********* to ******* ** ******** ******* ******* to * ***** **********. ***** **** more.
** *****, ***'* **** ***** ********** and **** * ******* * ***'* disturb ****** ****.****** *********** (**) ** not **** * ******* *** ** the ****** **** * *** **** of "********* *****" ********** **** *** squeeze *** ****** **** *** ******. However, ****** ****** **** ** ***** like *** ********** ****. **** ******, and **** ** ******. *** ** is **** **** *******. ** ***** proper ********, ****** ** *** ***** position *** ******, ********** **********, **** database **** ******** ****** ** *** same ******, ****** **** **** **********, and ** ******, ** ********* **** respects *** ********* ************ ** ******* and ***********. **** * *** ********* requirements * ** ******, *** *******, that ***** ** ** *********** ** an ********* (** *** *****, ** doesn't ******) ** ********* * **** with ** ***** ******* **** **º refered ** *** ***** ** ****** from * ******** ******** ** * surveillance ******. ** *** **** *** it ** ******** ** ****** * person ** **** ********? **** ********* images (**** * ** ** ******) of *** **** ****** ** ********* tilt ****** ********** ****** ****** *** database, ***** **** **** *** ********** between *** ***** ****** ** *** database *** *** ***** ******** ** the ******. **** ** *** ****** recognition, **** ** "**********" ** ******, because ** ***** ** ** ******* image ****** ** *** ******** *** person **** *** ** **********. **** "crutch" ** **** ** ****** *** brands ** ** ******** ** ***** up *** *********** ******* **** *** detected **** ******* *** ***** ********. FR ***** ****? *** ** ******, but *** ****** **** ** *** it ********* (***** ** **** ** almost ***** ***), ********* ** ******* doesn't *** ** ********* **'* *** same ** ********* *** ********** **** and ******* ***** ***.
**** ** *** ****** ***********, **** is "**********" ** ******, ******* ** there ** ** ******* ***** ****** in *** ******** *** ****** **** not ** **********.
*** **** ***** *** ******** **** FR **** - ***** **** ********* images ** **** ***** ** * database ** ***** *****? *** **** 'recognition' ******** **** * ********** ** being **** ** * ***** (*.*. in *** ********) ****, **?
*'* **** *** **** *** ** arguing **** ** ***** **** ********* toothpaste - *** * ***** **** here ********** *** ******** *********** ** technology... ******* ** ** ******* ** analytics.
****, *** ** ************ *** *** the ****... *** ********, * ****** store ***** ** ** **** ***** to ******* *** *** ********** ***** before **** **** * ******** ** prior *** ******. **** **** *******.
** **** *****, ***** *** ************ require **** ********, *** **** ***** points ***** ******* *** ** ******** mounted ** ******* *** ***** ** those **** *****.
*** **** ***** *** ******** **** FR **** - ***** **** ********* images ** **** ***** ** * database ** ***** *****? *** **** 'recognition' ******** **** * ********** ** being **** ** * ***** (*.*. in *** ********) ****, **?
**, *****, ** ** *** **** by ***** **********. ** ** **** through ********* ************ ** *** ********* considering ********* ***** ** *** **** such ** ******** ** *** *****, tip ** *** **** *** ****** the ******* ******** ******* **** (***** the ********** ** *** **º *****), among ****** ** **** *********, ******** a ****** ****** *** **** ******. This ** *** ********* ******* ********* twins *** ********** ** *** ********* people. ***** ** ** ***** ** develop * ******** **** ** *** able ** *************** *** ****** *** identifying **** ** ** **** **** the **** ******. ***** ** * calculation **** ** *** ********* ** get *** ******. *** ****** ** known ****** ******** ****** *** ******** are **** ** ***** ** *** identification ****** ** **** ****** *** help, *** ********, ** ******** ***** face ******* ** ** ***** ******* than **º ** ******** ** *** camera. ****'* *** * ************ **** it "******". **'* **** * ****. If *** ***** ***** **** ** just ** ********* ******, *****, ** doesn't ** ** *** **** *** into ***** ***** * ********* ******* about ********* **** **** ****'* **.
** ** **** ******* ********* ************ by *** ********* *********** ********* ***** of *** **** **** ** ******** of *** *****, *** ** *** nose *** ****** *** ******* ******** between **** (***** *** ********** ** the **º *****).
* ***** *** ******* ** *** having ** ************* ** **** **** you *** ********* ** ** *** Face ***********, *** ******* **** *********...
Face *********: That is a face and not an ice cream cone because it has a nose and space between eyes, etc.
Face ***********: That is the face of a known person (i.e. a person in my comparison database).
********:
**** ********* ** **** ** ***** cameras. *** ********* ********* **** * face ** ** *** *********** *********** zone *** **** **** (*** **** then) **** * *********** ***********.
**** *********** ** **** **************** ***** ** ********** *************** **** allow *** - **** * ********** of ********** - *********** ** * specific ******.
** *** ***** **** ** ***********?
**, *****, *'* *** ******* ***** to ****** ********* (**) *** *'* talking ***** ** ****** *********** (**).*** ***, * ********** ***** **** your ************** ***, ** *** ***** **. Yes, ** ** ***** ** ** need ** ****** *** *** ****** is, **** **** ** ** * person *** *** ** *** ***** or * ***. ** *** *** FD ********* *** **** ** ****** unidentified ***** *** **** ** ** further *** ** ****** “*************” *** “non-collaborative” ******** ** ******* *** **, for *******, ******** ** * ****. We ***'* **** ** ****** *** the ****** ** *** **** ** he/she ******* ** ******** ** ***.
***, **** *** ******* ** ** with ********* ********** ** ********. **** is ******* "***** *****" **** ***** make ******* **** ** *****, *** that ** *** **** ***** ** another *****. ****** ** ** ******** to ****** * *** ********** *** emotions *** **** ********** *********** *******, wrong ******. **** ** *** *** of ********* **** ******** ***** *** ineffective *******? *** ********** ***'* ****** sensations ** ******** *** *** ****** behaviors ** ** ********* ******.
** ** ***, ** *** ** to ******** *** ********* ****** ****** always **** *******. ****, *** *** first ****** ****** ** ****** ********** a ***** ** *** ****** ** be ********** ** *** ******** **** all ***** ***** ****, ** ** capture *** ******'* ***** ******* *** camera ********* ** *** **** *** then ***** ****** **** ******'* **** into *** ********. ** ** ** a ********** ****** *********** **** **** areas ** *** ******** ***** *** people **** ********** ***** *** *****, it **** ** ********* ** ***** identify **** ****** *** ************* ******** purposes, *** ** ** ** ** the ******** ** * ********** ****** (mall), ***** ********* *** *** *****, the ******* ** *********. ** *** be ****** ** ****** *********, ******, age *** ** ** *** ********* to **** ******'* *****, ***** ***** be ****** *** ********* ********.
*** ** ************ *** *** *** same... *** ********, * ****** ***** using ** ** **** ***** ** someone *** *** ********** ***** ****** need **** * ******** ** ***** bad ******. **** **** *******.
*****, ******* ****************. ***, *** ******** or ********* ** ****** *** ****, used **** *** **** ************ **** which ** *** *********. **** ******* from *** **** ** ******* *** some *********** *** ************** (**** ******) that *** ******* *** **** ****, in ***** *****, *** **** ********, that **, ** **** *** ********'* needs.
** **** *** ********** ******* ** the ******* ****** *******?
***, *** ** ***** **** ******** probably *** *********** **** ****** *********** technology.
******* ** *** *********** **********. *** consents ** **** ***'* ***** ***** facial ***********. **** ***** ************, ****** do *** **** ***-**, ** *** give ******* *** ***** ******* ** facial ***********. **** ** ***?
** **** *** ***** ** ********. As * ****, "**** ******" *** "criminals" *** ** ********, *** *** "good ******" ****** *** **** *** use ** **********, *** ******* ** using *** ********** **** *** * duty ** *** ** ****** ******* standards *** ******* ** *** ******* of *** ******'* ********. **** ***** be * ****** ********* ***** *** we **** **** **'* * ******. Many *** *** *** ********** *** the *********** ********** *** ***********, ** there ****** ** **** **** ** regulation **** ******** ****** **** ****** of **********, **** ********** **** ** life.
**, * ***'* *******. ********* *** much ******* **** *** *** **** is * ****** ******. ** ******* a *** ** *** *****, *** purpose, *** ******** *******. *** *******, if *** ***'* ****** ** ***** the **** ** ********** ****** *** can **** *** * ****** ** smartphone ** *** ********* ******** ** identify ******. *** ***'* ****** ******** results ******* *** ********** *** *** designed ** ** **** **** ***. It's **** * ***, ** *** give ** * ****** * ***** and ****** ** ******** ***'* ******* a ******* ** *** ******* **** as ********** ******* ** ** ***** with * ******* *** ********. *** if ** ** ** *** ****** of * ******** ** ***** **** just *** **** ****** *** ***** to ** * ******* ********, *** he *** ** ***** *********, ** will ********* ******* *** ****** **** knife *** ******. *** ***** ** works, ***** *** ****** **** ** saved. *** **** *****'* **** **'* the ***** *** ** ** *** surgery.
** *****... ********* *** **... *'* not *** ***** ** *** *****, never, * ***'* **** ** ** the ****** ** *** **********, * just **** ** ***** * *** every **** (*** **** ****** ** mother **** **) *** *'* ********** about **** * **. * **** learning **** **** *** ** *** in **** ********** ***** **** **** provides ** *** **** **** *** exposes ***** *****. **, ***** ******** for ***** ** ******. ***'* ** ahead.
**** ** ****** *********** - ** a ******* **** *** *** ******* Oakland **** *** *** **. ****'* like ****** **** ** * *** has * *******, ** *** *** going ** ***** ** ** ** purchased ******* ******* ***** **** **. Obviously **** *** ** **** **** want **** ***** *****, *** *** there *** ***** ******** *** ***** - ****** ***** ************ - ***** there *** ** * ******** *****? I ***'* ***** ** *** *** hand, *** *'* **** **** *****.