Chinese Police Wearing Facial Recognition Are Here

By: John Honovich, Published on Feb 06, 2018

This is a very interesting and highly atypical usage of facial recognition that the Chinese government touted this week:

It is a PRC police officer performing real-time facial recognition using a camera attached to their sunglasses. The announcement says that they have already captured 7 criminals and 26 people using fake identification.

In this note, we examine why the solution solves many technical problems of using facial recognition but raises significant legal issues.

**** ** * **** interesting *** ****** ******** usage ** ****** *********** that*** ******* ********** ****** this ****:

** ** * *** police ******* ********** ****-**** facial *********** ***** * camera ******** ** ***** sunglasses. *** ************ **** that **** **** ******* captured * ********* *** 26 ****** ***** **** identification.

** **** ****, ** examine *** *** ******** solves **** ********* ******** of ***** ****** *********** but ****** *********** ***** issues.

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

Improves ** ********* ********

**** *** *** ******** technical ******** ** ********:

  • *** ****** ** ******** - ***** ***** ************ cameras *** ********* ******* on ***** *** ********, the ********* ****** ** incident ********* ****** *** accuracy *** *********** ** the ******** ***** (*.*., too **** ******** *** sidetilt). ** ********, * police ******* ******* * camera ** *** ***** can *** * **** more ****** ****.
  • *** *** **** - The ****** ******* *** move ****** ** ******** to *** * ****** quality **** ** *** suspect, *********** ****** ** poor ***** ******* *** limited *****.
  • ***** ******** - ***** cameras ********** ****** **** harsh ******** (********* *** bright, *** ****, *** much *******). **** * police ******* ******* *** camera, **** *** *** closer *** ***** **** from ******** ********.
  • ********* ****** - *** of *** *** ******** of ****** *********** ** fixed ******* ** ******* a ***** ** *******. Even ** *** ****** recognition *** ***% ******** (which ** ** ***), it ***** ***** **** to ******** *** ****** officer ** ***** *** person *** **********. ** the ********, *** ****** can **** *************. **** a ****** ******* ********** the ****** *********** ** front ** *** *******, they *** *********** *********.

Update: **** ** ***** *******

*** **** **** ***** remains ** ******* ******** people. *** ****** *** say *** ****** ** front ** *** ****** officer ******* * ****** or ****** ******* *** it ** ***** ******** possible **** *** ****** simply ********* **** ******* and ** **** ** determine / ***** ** the ******, ****** *** ******** ********:

Significant ***** / ******* ******

***** *** ***** *** privacy ******... **** *** in ************* *****.

** *** **, **** tactic ** ****** ********* in ********* ** ********* ** ********* ******** data ******* **** ** the ********** ** ******'* facial *** *** ******** of ****** ** ******.

** *** **, ** is ****** * ********* of*** *** *********, *** ***** ****** certainly ***** * ****** uproar **** *** ****** misuing ** (*.*., *********).

** ********, ** *** West, ****** *********** ** used ** **** ******** applications, **** ******** **** registering *** * ******'* license *** **** *** police **** ******* ********** a ***** *** ******** an ***** ** * suspect.

*** *** ******** ** how *** *** **** facial *********** ***** **** grow *** **** *** public **** *****.

Vote / ****

Comments (45)

* **** ** ***** it ***** ** ****** if ******* *** **** rec ******* ********* *** face *** ****** **** IDing ***.

** ***** *****, ****** disguises ** *********** **** hats ** ********** **** to ** * ******* no ****** *** ***** the ****** **, *****?

*** ** *** *** police **** *** ** remove **** ******* ***/ or ***, *** *** going ** *** **? :)

*****! **** ****** ********* the ********* ********* **** involved ** * ******* like ****.

**** ***** ***** *********** on *** *** ********* for *** ** ** spot **. ****** ***** shooting ****** **** *********** ******* ** ******** ********? *** ********** LEOs **** **** *** cameras.

************, *.*. *** *********** agencies *** *** *** keen ************** ** **** *** use*************... **** ****** ** it ***** ******* (****, etc.) ***** ** **** them ***** ***** **** are ***** *** **********, and ******, ** **** using ** ******* *** proper ***** ********* ** place ** ** **.

*********, **** *** *** cell ***** ******** *** some ******** ** *** above.

*.*. ******************* ** ***** ************, ** ****** ****** to *** **** ********** being **** ** *.*. law *********** **** ** is ************ *********.

*** ********** ************ ** this ** *** *** question. **'* *** *************** all **** ********* ** do ****. **'* * question ** **** *** public ********.

**'* *** ***** ** surreptitiously ***** *******'* **** phone, ****'* **** *** people ** ***. *** a ****** ******* ******** in ***** ** ***, scanning **** ****, ******* out **** **** *** attempting ** ****** *** for ******* *** *** being ** *** ****** is * ***** ********* level ** ****** ***** / *********.

"*** * ****** ******* standing ** ***** ** you, ******** **** ****, calling *** **** **** and ********** ** ****** you *** ******* *** you ***** ** *** street ** * ***** different ***** ** ****** issue / *********."

***** **** *** ******* norm ** '****** *** *** ******* but *** ***** ** the ******', *** ** * cop **** ** ******* fundamentally ********* **** **** US ** ********* **** with *** **** ****** their ********?

**** **** ** ***** (license *****, ****) *** compare ** ** * database. ** **** *** a ***, **** ****** stop *** ** *** street *** ****** *** (FR) ** **** **** your ******* ***** *** then ****** *** (***).

*** *** *** *** their**** ******** *********** **** **** ***.... and *** **** ***** separating **** *********** ****** ******** **** ** **** to **** ****** ********** ********** technology. *.*. ** *** moment **** *** ***** their **** ******** **** to ******** ******* *** 'best *******' ****** *** by *** ** ********** to ******** ******* ******** before ******* *** ***** result ** ** ***'** requested ***** **** ********. i.e. ** *** ****** it ** ***** **** as ** ************* ****.

*******, **** *** ********** is **** ****** *** can ** ****** ** without ***** ************ *** verification (**** **** *** already **, *** ** it's ***** ********* ** varying ****** ***************) *** will *** ** ********* right **** ** *** streets ** *** **** old * * ** A.

*** ** *** ** ever ***** ** *** if **** *** ** it - **** **** just ** ** ***** they ****'* ******* **** to ***** ** *******.

***, *** **** *** to *** ***** ** it ** ** **** the ******** ***************** *** **** ** use *** ********** ** the ****** *********..

********* ******** ** *******, with *** ******* ******** source ***** *** ***, stresses **** *** **** FR ********** (*** ***, I **** *** ***** to ***** **). **** if ********** ** ***** to *** ***, ** that **** ** *****, the ******** **** ***** hold **** ******* *******. Now, ****** **** ****, if *** ***** * bunch ** *** ****, and *** ********* ****** is **********, **** *** can *** *** ****** is *********. ** *****'* need ** ***** **% of *** **** ** be **********.

** *** **** * Chinese ******* *** **** the ****** *****, ** of **** ********* *****'** turned *** ** ** their****** ****** ****** ******** **.

*** **** **'* *** you ** ***** * years ***** **** **-********* was *********.

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

** ** *** **, ****, * ********** *** ***** ***** that**** ** *** ******** ****** *** ** * ****** **** Recognition ********.

*'* **** ********* **** all *** ******** ** far *** ********. *** big ******* **** ********* has ********** ****** *** and ****. * ****** more **** *********** ***** in *** ********** ********.

*********, **** *** *********** on *** ********* ** technology ******* **** ****, public ****** ********, *** LPRs. **** ** *** next ******* **** *** a ******** ****.

** ****, *** **** that *** ******* ** wearing *** ****** ****** lessen *** ***** ** privacy ****** *** *** amendment ******. ** *** officer ** ******* ******* at * ******** *** can *** ******* **** everything **** ******* **** is ******.

** **/*** **** * wanted ****** ** ******, they **** ***** ***** to ****, ********, ******* ID, ***. **** *** ask *** ** **** ID, ****** ***, *******, or **** ** **** investigate. **** ****** **** "arrest" ** ****** *******.

*** ** *** ******* problems ********* ** ******** involved ** ** ************* giving ***** ***** *** no **. * ******* here ** ** * crime ** **** * false **** ** * LEO ********** * ****** investigation *** **** ***** help ***** ****.

* ** **** **** comfortable **** ******* ** a *** **** * drone ******* ** * elevated ****** ** * private *********.

**** ** ****** ******* tool ** *** ** toolbox **** *** ***** potential. * ** ** a **** ****** *** unbiased **** **** *** standard ***** *********** ******* of " ***** ****, 6', ***** *** *****, blue *****" **** ****** many ********* ****** *********.

* *** *** *** this ** * ******** opportunity **** *** ***** value *** ***** ** our ********. ** *** one ***** ** **** due ** ***** ******, please **** **** ********* my ***.

...*** ******** ***** *********** ******* ** " ***** ****, *', white *** *****, **** *****"

** ** **** *******, *** ******** ******** **... *’ ?

*'* * ***** ****, 6', **** * ***** tee *****, *** **** jeans. * ***** * am **% ******** ********.

* ******* * **** due ** ** ********** anger ** **** *******.

**** "******** ***********" ** not ***** ** ****** type *** ********* *** to ***** ** ** example ** *** *********** current ******. ***** ***** a ******* *** ***** the ***** *** *** be ********** ** **** but **** **** * vauge ******** *********** ** the *** *****, *** officers *** **** ** choose *** ******** ** be ** ******. *************, some **** ****** ****** and ******* * ***** disconnect ******* ** *** the ******.

* **** ***** ******* that **** **** ** is *** *** ******** that ***** **** **********. Some **** ***** ****** to ***** ***** *********. I **** ***'* **** a **** **** **** technology ** ********* ** should ***** *** *** lots ** ******** ** explore.

"*'* **** ********* **** all *** ******** ** far *** ********. *** big ******* **** ********* has ********** ****** *** and ****. * ****** more **** *********** ***** in *** ********** ********."

**** ********* - ******* those **** ***** ******** with *** ******. **** is *** * ********** style.

**'* ******** ********* ** listen ** ******** *** have ** *** ***** that **** ** **** and ************* ********* *******.

*** *** ******* ********* the ** ******** - validating ** ******* ***** in **** ******; **** LE **** *** *** technology **** *** **** (to **** ******** '****')and ***** *** ****** ** **** *** ******* *** ** *****.

"** *** *** ***** to **** *** ** moral ******, ****** **** your ********* ** ***."

***** ** *** ****** signaling, ********** - ***** is * ********* ************** challenge ** *** ******* data ** ********/******. **** comment ******* ***** **** differing ******** ** *********** your ****** *** ******/**** important **** ******.

* ***** *** *** mean ** ***** **** anyone **** ** ****** because **** ********. *** first ********* *** ****** to ******* ** ******** at *** ********* ******** comments. **** * **** I ****** ****, * should **** **** * expected **** ******* ******** with **** * **** is ** *********** *****.

* **** **** ***** paragraph ***** ** **** like * ****** *** rest ** ** ******** post.

** *** ** ******, I ***'* **** **** they *** ****** ** better **** ****** ****. I ** **** ***** to ******* *** ********** of **** * *** as ** ******** *********** and *********** ** **********.

* ********* *** ** defensive *********.

*** **** **** ** is ***** *** ** to *** * ***** of ****** (**) **** I *******, **** ** grasp **** ***** *** constitutional ********** **** **** - ** ** - are ***** ** ******.

**** ******* **** *** tech ***** ** ****** to ** *** ** the ******** **** ** the ****** **** *** always **** **** ** is*** ***** ******* **. *** **** to *** ****.

* **** ** ***** with ******** **** ***** the ************ ** ****** sunlight. ** ** **** LE ********* ** **** the ****** ** *** dark (* ** ************ referencing ********* ****) **** the '**** ** *** toolbelt' ******** ***** ****.

** ****** ** ***'* want ** ********** ****** the ************ **** *** being **** ** ***** crime. *** **** *** not ** *** **** of *** **** ***** the ********** (*.*. **).

**** ** ******/******* ********* into **** ************ *** passes ************** ******, ** are **** **** ** deciding.

**** ** ** ******* argument - *** ***, should ** ** ******* to *** ******** *** recognizes *** ******** ** our *** *.*. ************** law.

* ***** ** *** * *** **** ******* ** *** thoughts **** ** ***** ********.

* **** ** ***** **** ******** **** ***** *** ************ of ****** ********. ** ** **** ** ********* ** **** the ****** ** *** **** (* ** ************ *********** ********* here) **** *** '**** ** *** ********' ******** ***** ****.

***% *****. ********* *** **** ***** **** **** * **** needs ***** ******* *** *********. *'* *** **** *** **** they *** ******** **** *** *** **** **** **** ** exist *** ** ***'* **** ** **** **** ***********. **** entire ************ ***** ** ********* *** *** ****** ***** *** kinds ** ***** *** ******* *****.

**** * **** ***** *** ******* ** *** ***** *********** to * **** ******. ** ******* **** ****** *** ****** laws ********** *** ******* *** ****** ** ** *******. *** fact **** ***** ******* *** *** * ****-*** ******** ** LE ** **** ****** ** ********** ******* ** ********* ***** is * **** * *****. *** ***** ** ****** *** abuse, **********. * **** **** *** ***** **** ** **** in **** **** ***** *** **** ** ******** ** *** officer.

* **** ****** ******* ** ********* *** **************. **** ** where ** *** **** ** ***********, *********, *** *********. *** example, ******* ****** **** **** ****** **** ** ***** **** must ******* *** *** ********* **** **** **** *** **** "hit". ******** **** ******* *** **** *** *** ** ******* tag ** *** *** **** *** *** ****** ** **** do ** *** ******** ***** **** **** ***** *****. ****** the ****, *** *** **** ***** *** *** ****** *** find ** ****** ** ** ***** *** ***** **** *** hopes ** ******* *****. *** ****** *****, **** ** **** profiling ** *** *** **** *** ****** **** **** ** corrupt *******.

** **** **** ** *** **, **** ******** **** *** create **** **** *** **** *********. ** ** ******* **** their **** ** ** **** **** ****** ** *** *** number ** ******* ******* *** ********* *** ***** ***, *** tech ****** ** ******** ** **** *** **** ***** ************* to ******* *** ** ******** ******** ******* **** ** ** not **** ** ** *************.

**** ***** *********** **** *** ** * **** *** ******** crime *** ********** ** *** **** ****.

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

*******, ******! **** ***********!

** **/*** **** * wanted ****** ** ******, they **** ***** ***** to ****, ********, ******* ID, ***.

*** ******* * *** is **** ** ******** as '******'. ***'* **** 'illegal **********' ** ** example. *** ****** ******* uses ***** ****** *********** glasses *** **** * warning **** ** ******* immigrant ** **** ** them. ** **** **** them ** *** **** them ********?

***** ****** *** ** where ** ** ****. If ****** *** ** more ***** ** ******** areas, ** ** ******?

***'* ***** ***** ******* it's ***** ** ***** for * ******. *** reality ** **** **'* going ** ****** ** uproar. *** ****** *** has *** ****** ** fear ****** **** *** whenever **** *** * police ******* **** ****** sunglasses.

** ****, *** **** that *** ******* ** wearing *** ****** ****** lessen *** ***** ** privacy ****** *** *** amendment ******. ** *** officer ** ******* ******* at * ******** *** can *** ******* **** everything **** ******* **** is ******.

* ***** *** *** amendment ***** **** ** why ** *** ****** officer **** ********* *** person's **** ** * database ** ***** ****? If * ****** ** just ******* **** *** street ****** ** *** cream **** **** *** child, **** ** ** has ** ****** *******, do *** ****** **** a ***** ** ****** his **** ** * database ****** ******* ** is ******* **** *** street? * ** ********* don't **** *** *** on ****, *** ** strikes **, ** *****, as ***** ****** ************* in *******.

****

*** ******* * *** is **** ** ******** as '******'. ***'* **** 'illegal **********' ** ** example. *** ****** ******* uses ***** ****** *********** glasses *** **** * warning **** ** ******* immigrant ** **** ** them. ** **** **** them ** *** **** them ********?

* ** ** ******, but ** * ********** it, *** ***** **** are *** **** ** demand ** **** ****** without ***** *** *********** status ** *** * local *****. * ******* that ***** ** * notification *********** ***** ****** but * ***'* ***** the ******* ***** ** involved ** **** *****.

****** ** ******* ** allowed ** ** *** pull ******* *** ***** number ** * ********* woman ** ***** ** date? ********** *** *** a **** ****** *** policy **** **** ***** difficult.

* ***** ******* **** issue *** **** ****** if ******** *** ***** too **** ** ****** to *** ****. **** though ** ***** * think *** **** *** to ** *********** ** an ******* *** ***** way **** ** **** and ***** ********* **** been ****** ** ****** when *********** *********. ** an ******* **** * crime ******** ***** ******* it ***** **** ** an ****** *************, ** flags ** *** ********* and *************. ***** ******** tools *** ** ********* or **** ********. *** oversight, **********, *** ********* aspects *** *** **** and **** ** ***** we **** **.

*******,

* **** **** ********. But ******* *** ***** that ***************** ******* *** **** oversight... ************, *** ********* of ***** *** ** new ********** **** **** like.

*** **** **** ** because ** ***** *** toughest *** ** *** world * ****** ****** to ** *** ****** because *** ***** ***'* understand *** *** **** works *** - ***** they **** **** ******* to ***** **** **** do.

*******: *** **** ***** burglars *** ***** ***** cell ****** ** **** cuz **** **** **** if **** *** ****** while ******* ** * neighborhood **** ** ***** that *** **** *** use ***** *****'* *** to *** ***** **** have **** ** *** given **** *** **** (which *** ** ******* against ***** *** ***** of ********** ** *** vicinity).

******* ** **** ********** any *** ****, ** takes *** *** **** a ****** *** ** time ** ****** ** out. *** **** ****** do, *** **** ****** adapt. ******* *** **** behind ** ******** ** various ************** ****** ** all *** ***-*** **** in * ******* ***** this *** **** *** proliferated *** ****** ***********.

**** ***************** ** **** ******* us *** **** ** infringing ** *** ** our ************** ******? * don't **** *** ******, but ****** ** ** even ***** ** ********* the ********.

***** ******** ***************** - *** **** when ** *** ***** of ***** **** *** unaccountable ** *** ****** that **** *****. **** is ************ ********* (***) is *** **** **** LE ** *** ********* with **** ****** **** - **** **** **** to ***** ***** **** efficiently.

*** ******* **** ** the ***-********* ** *** statutory **********... ********* ******* the **** ** ** new **** ** ******** has **** **** ******* via *******.

** ** ****** ********* of **** *** ***** whatever **** ***, **** any ***** *********.****** **** * (*** other ***** ******* *****) have * ******* ****.

*** ******* **** ** *** ***-********* ** *** ********* **********... primarily ******* *** **** ** ** *** **** ** ******** has **** **** ******* *** *******.

* **** ***** **** ***** *** **** ***** **** ****** statues *** ************** ****** **** ** *** **. * ***** those ****** ** ******* ***** **** ********** **** **** ****** agencies *** **** *** ********** ********** ** ****** ******** ****.

* ** ***** ***** ** * **** ** **** **** oversight *** ********** ** *** ******** **** *** **** **** has **** ****** *** *****. **** ********** *** ****** ** interest ** **** *******. * ** ********** ******* ** **** if *** ********* ** **** **********, *******, ********, *** ************ exist. ** ***** ** **** ** **** * ****** ******* of ***, ***, *** ***** **** *** ** ******** *** stored *** *** *** ****** ** ****.

*** ******* *** ******* **** **** * ********* **** **** data. * **** ******* *** *** ***** **** ***** * statue *********** *** *** ** * ****** ** ****** ** their ****. *** **** **** *** ** ** **** ** respond ** **** **** **** ** *** **** *** *****. There ** ******* ********** ** **** ****** * ***** **** a ******** *********, ***** **** *** ******* ** *** ***** faces *** **** **** ******* * ********.

* ****** ********* **** ****** ***** ****** * ******** *** take ****** ***** ***** *** *** ** **** ******** ***** to *** ********. ** ** ******, ** ****, ** ** or ****** ** ** *******, ** ******* ** **. *** two ****** *** *** *** ***** *** ***** ** ******** and ** ******** ******* **** ***** **** **** *******. **** of ***** ****** *** ******* **** **** ** ******* ******* laws *** ****.

*** **** ***** ** **** ** *** ***** ***** ********* do ***** *** ***** ** ***** ** **** **** **** unfiltered ****** ** ****, *** ******* **** ***** **** ** the *******. * ***** ** ** ***** *** ******* ** will ** ******** *** ***** ******. ******** ******** ** ******* and *** ******* *** *** *** *** ************ **** *** its *** **** ******** ****** *** *******.

** ** ***** *** ********* *** **** *** ** **** be **** ****** *** *******. ** ** ****** **, ** will ** ***** ** ****, *** *** ** ***** **** no *************** ** *********.

"* ** ********** ******* of **** ** *** oversight ** **** **********, storage, ********, *** ************ exist. ** ***** ** nice ** **** * courts ******* ** ***, how, *** ***** **** can ** ******** *** stored *** *** *** access ** ****."

*************, * ***** *** will **** ** **** search **** ***** *** very *** *****/***** ******** regarding *** ** *** above.

*** ***** **** *****/******/****** that ******** **** ****, and *** ***** ******* growing? ****. ******* **** are ***** ****** ** talk ***** **after *** ****, once the tech is already in use 'keeping everyone safe'.

* *** ****** ***** last ***** ***** ******* that ** ******* *** position **** *** ** takes **** ********** ***** use (**** ***** **** because **** *** ****** to) ** *** *** and **-*** *********** *****.

**** ******** ***** ** LE *** *** (**?)*********** effect ** ****** ***** that ******** *** *** of *** *** **** appear ** ** ****-** - ***** *** ** a ******** ****** **** broadens *** *** ** trust, ****** **** ******* to ****** **** **** gap..

[*** ****] * **** place ** ***** ** you *** ********** ** these ****** ** *** Electronic ******** ********** (***.***)

*'* *** ** ******** either - ** ************* is **** *** ******* Court ***** **** ******** do *** **** * duty ** ***** ** produce ************** ** **** are **** ******* ****** for *******, *** * think **** *** ********* to ***** ***** ****. Operating * ***** ******* is *********, *** ** that ****, ***** ** a **** ** ******* a ***** **. ***** certainly ** ** *********** of ******* ******* ****** in ****** *** ** is **** ****.

** *** ***** **** reasonable *********** ********* ** criminal ******** ****** ********* anyone. ** *** ** not ********, **** ***** NO ********* **** ** be ********, ********* ********* of ********.
***** *. ****, ****

******: *****,*** *** *** ** article *** ** **** topic, **** ******* ** the ************ ** *** device / ******, ******* based '***** *****' ********************.

**** ** ***** ; ******* ** *** ******* ** ******** to ***** ** ** **’* **** **** *** **** **** facial .

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

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

"*** ******* ** *** *** **********, *** *** ***********."

*****.

"************* *** ****** ** ********* ** ** ******."

********.

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

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

* ***** *** **** to *** **** ********** is ****** ... ****** by ********* ** **********. The ******* *** ***** libertarians **** ***** **** out *** ** **** hear ***** ******** **** above ********* ** *****.

*** ***** ** *** conversation *** ** ** provide *********** ***** *** technology. * **** **** the ****** *********** ******* at **** *** *** and **** *** *** all ****. **** ********* from * **** ******* data **** **** *** Chinese ********** *** **** did ** **** * ton ** ***** *********.

***** **** ** *** numbers *** ***** ***** the ********* ******** ** establish * *****, **** are *** ***** **** on *** *************, *** long **** ** **** with ******* ** ******** size .... *** ** photos ********** ********** *** the ******** ... ******* a *** **** **** report ;) *** *** article *** ******** ** is ****** * *** wall *** *** *** site ****'* **** ** have **** ** *** way ** *****.

*** ****** ****** **** always **** ** ... facial ********** *** **** a *** **** ***** row ** **** ** it *** *** ******* shot ******* *** ******** "thought" ** *** ******* else. ***'* ***** *** evangelism ** ****** *** contribute **** *******.

... *** **** :)

***

**** ***** *****.... *** I ***** **** **** all.

"*** ***** ** *** conversation *** ** ** provide *********** ***** *** technology. * **** **** the ****** *********** ******* at **** *** *** and **** *** *** all ****. **** ********* from * **** ******* data **** **** *** Chinese ********** *** **** did ** **** * ton ** ***** *********."

**** ********* *** **** ** ** ************ our ******** ** ******* and ******* *** ****** to ********* ********** *** use ** **** *** technology.

Except **** *****'* **** ******.

********* ********, ************* **** their *** ****** ** panaceas ****** **** ***** concerned **** *** ** the ****** ************* ** the *** ** ***** new ********** -******* **** **** ** sell **** ** **** thing.

**** ********* ********, *** partners ** ***** ************* are ************ ** ***** the ************* ********** ****** in ***** ** *** their ***** ** *** deals -******* **** **** ** sell **** ** **** thing.

* *********** ***** ** *** tool **** ** **.

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

**** *** ****** ****** after *** ********** ** in ***** - * believe - ** ** too **** ** **** in ********* **** **** already **** *** ** place ******* ******* **** back **** ******** '*********' in **** ** ****** civil ********* ********.

* ***** ******* * think **** ********* **** a ****** ********** *** manufactures ****** ... ** will *** ** *** truth ** *** **********.

... *** ******** *** of ** **** *** a ****** * ** worried ***** *** *******, Amazon *** ****** ** the ***** *** **** to *** * **** from *** ****** *** freely ** ***** ***** and ******** **** ** them *** "**** *****". I ***** **** ** a ****** ****** ** society.

***

****. ****.

** *'* *** *** only *** *** *** a **** **** ************** chinese ****** *****.

*** * ****** ***** anyway... **** ********** **** it ****? ********, * think ** **** ** here *** *** ** in **** ***** *****.

***.

*** ******* **** *****. Okay.

***** **** ****, ****, got ** ***** **** Americans ****** ** **** crime ***** ***'* ******* to **** ***** *** Amendment ******.

Update: **** ** ***** *******

*** **** **** ***** remains ** ******* ******** people. *** ****** *** say *** ****** ** front ** *** ****** officer ******* * ****** or ****** ******* *** it ** ***** ******** possible **** *** ****** simply ********* **** ******* and ** **** *********** / ***** ** the ******, ****** *** ******** ********:

**** ******* ***** *** made ********'* *** **** of *** ****:

*******, ** *** **** picked ** ** *** sorts ** ********* *** tech *****.

***** = ‘*** *******’ for *** ************ ****. But ** **** ** too

...****Asia *****.

"*** ******* ********** *** never ********* ** ** a ************ *********."

"...*** *** ****** ********** of ************ ******* ** citizens ** *** *** nations ***’* **** *********."

** ******** **** ** this:

** *** ** ******* police *******

***** *** **** *** million **** ******* ******* on *** *.* ******* citizens. *** ***** **** an ********* ** ******* police ************ ******* ********* at ** ****** ******* and ***** ***** ***** ago. ******** ******** *** number ** **** ******* in ***** **** **** as *** **** *** small ******** ***** *** swelled *****. ***** **** the ** ********* *** a ********** ** *** million, *** *** ****** proportion ** ************ ******* to ******** ** *** two ******* ***’* **** different.

***** *** ******* *,*** "cities" **** * ********** above **,*** ** *** US. ** ** *******, US ****** **** **,*** cameras. *********.

******. **** ***** ** **** **** ************* *********** ***** ** sketchy **********.

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

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

****, **'* *********** ***** the ******** *****:

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

*** ******* ** *********** that ***** *** '******' cameras. ***** *** ****** 10,000 ******* ** **** small ****** *** ***** are ****** *** ******* cameras, *** '******' ****.

***** *** ******* ******** to **** ***** ** private ******* ** ****** but **** *** ** those ******* *** ******** controlled ** ******** ********** by *** ******.

*'* *** ** ****. Using ******* ** * basis, **,*** ******* ***** cover ** ******* ** 3300 *************. ***** *** far **** **** **** intersections ** *******, *** I'm *** **** *** many *** ** *** stations *** ***** **** stations.

******, ** ******** ****** with **** ********* **** transit *******, ***** ***** be **** ****. ************ has **** **** ** subway/EL ********, *** *** almost ***.

******* ** *** * representative '*****' ***** *** large ** **. *** example, ******* ** *** 4th ******* ** **** in ********** *** *** largest ** **** ** the *** ** **** populated ****** (******).

**** ** *** **** Houston *** ***,*** ****** cameras (**** ***'*) *** all *** *** ** US **** ******** ****** have ***,*** ****** ******* (they ***'*), *** ***** are **** ** * million *******. **** *** need ** *** *** other ** ******* ******* claimed **** ****** ******* than * ******* ****** each, **** * ****** population ** ***,*** ****** (300 ** ****** **** 100,000+ ****** -**** ******).

** '*******' ***** ** city, *.*., ******** ** with ***,*** ******, **** has * *** ******* police ************ *******. * cite **** ******* *** Police ***** **** **** speaking ** ********* ****** and ********* *** * know **** ******* **** cities *** * *** hundred ** * ******** cameras *** *** ****.

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

***** *** ******* *,*** "cities" **** * ********** above **,*** ** *** US. ** ** *******, US ****** **** **,*** cameras

*** ***'* *** ** the ** ******* ****** since *** ******* ** cities ** **** **** a *** **** ** thousands ** ****** / city ******* *** *** average ***** **** ** lucky ** **** *,***, nowhere ***** ** *** average ******* ** **** article's *****.

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