Monitoreal "Completely Autonomous" Home AI Tested

By: Rob Kilpatrick, Published on Feb 12, 2020

Monitoreal claims to allow users to "see the things you want (people, vehicles, animals) and ignore the things you don’t”, using AI to distinguish people, vehicles, animals and more from shadows, trees, and inanimate objects. But how well do these claims work in real world scenes?

IPVM tested Monitoreal, examining the following questions:

  • How accurately does Monitoreal's AI classify objects?
  • Are people seen as animals or vice versa?
  • How does it handle common false alarm sources?
  • Does it suffer from any missed detections?
  • What cameras is it compatible with?
  • How user friendly is the hub's UI?

********** ****** ** ***** users ** "*** *** things *** **** (******, vehicles, *******) *** ****** the ****** *** ***’*”, using ** ** *********** people, ********, ******* *** more **** *******, *****, and ********* *******. *** how **** ** ***** claims **** ** **** world ******?

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

  • *** ********** **** **********'* AI ******** *******?
  • *** ****** **** ** animals ** **** *****?
  • *** **** ** ****** common ***** ***** *******?
  • **** ** ****** **** any ****** **********?
  • **** ******* ** ** compatible ****?
  • *** **** ******** ** the ***'* **?

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

Key ********

***** ** *** ******* Monitoreal *** ******* *** positives:

  • ****** ******** **********:****** *******, ****** **** properly ********** **** ********** when *******, *******, ********, and ********* ********** ** the ***** ** ****.
  • ** ****** ****** ******* Through *****:********** *** ***** ** testing, ** ****** **** missed ******* ** ********* in *** *****.
  • **** ******* ***** ****** Ignored:********** ******* **** ******* false ****** **** ** swaying ******* *** ******* on *** *****.
  • ****** ******* ** ***** Alarms *******:*** ****** ******* ** false ****** **** *******, including ****** ******* ** and ***, ******* ** the *****, *** ****** from ******** ***** ***** trigger **** ***** *********.

*******, ***** **** ******* drawbacks:

  • ********** ***** ****** ******************:****** *******, ***** ******* were ********* ********** ** people (**** *** ***** dogs), ********* **** ******* toward *** ******.
  • ******* *************:******* ** *** ***** were ********** *************, **** cats ********** ** ****, dogs ********** ** *****, etc.
  • **** ******** ********** ** Cars:********** *** ********* *************** for ****, ******, *** buses, *** ****** ********** most ******** ** "***" in *** *****.
  • ***** ****** ** *********:**** ******** **** ******'* domes *** ********** ** people. **** ******** ********** of ********** ********.
  • ** ******** ** ********* Detected:******** *** ******** **** never ******** ****** *** weeks ** *******.
  • ******* ******** ******* ******** Parked *** ******:***** *** ******* ******** if * *** ********* an ***** ******** *** detection ****** **** ** triggered.
  • ******** ***/***** ******** *** Notifications:********** **** *** **** a ****** ****** ***, but ******* **** *****-***** messengers **** ** ******** or *****, ** ****** email.

*******

********** **** ** **** attractive ** ****/***** ********** users ******* **** ******** detection **** ******* **** and ** ******* *******, given **'* ******* *** capabilities.

*******, ** ** ********** event-focused, *** ***** ******* NVR ********, ********* **** view, ******** ********, *** search, ***** **** ********** users *** **** ********.

*******

********** *** ** ***** on ***** ******* *** ~$400. **** ******* ** notably ****** **** ******* 4-channel **** (~$***-***). *******, these **** ********* ** not ******* ********* ******** close ** **** ** Monitoreal, **** ******* *** and *********/********* *********. **** with ****** ********** ********* (e.g.,********* ********) **** *** ****** to $*** *** **.

No ****** / ****** ******** ********** *******, ********, *** **********

****** *** ***** ** testing, ** ****** **** missed ******* ******* *** scene, ** **** *******, crawling, ** ********* **********.

False ****** ****** ***** *******

*** **** ********** ***** alerts ** ********** **** caused ** ***** ******* such ** **** *** deer ***** ********** ** people. ***** ****** ***** be ******* ** ********** confidence ********, *** *** eliminated *******.

Animals *************

************, ******* **** ********** misclassified, **** * ***** dog ********** ** * bird *** *****, **** classified ** ****, ***. These ****************** *** ** reduced ** ********* ********** levels *** ******** *** "OD ****** *****" ******* in *** ****** *** not ********** *******.

No ***** ****** ** **** *******/****** ****** *******

****** ******* ******* ** false ****** **** ******* such ** ******* ******* and *******:

*******, ****** ******* ** false ****** **** ** major ***** ******* **** ignored.

****** ***** ****** ** and *** ** ***** rooms **** **** *******.

**** ** ***** ****** triggered ****** ** ******* commercial ********* (*** ***** ****** ********* ********).

False ****** ** **** *****

****** *******, **** ******** on *** **** ** the ****** ********* ***** person ******. **** ********* regardless ** ******** *******. Increasing ********** ******** ******* the ********* ** **** alert, *** *** *** get *** ** ****.

Backpacks *** ******** *** ********

********** **** *** ****** to ***** ** ******** and ******** *** *** not ******* ** ***** objects ** ***, **** numerous ****** ******* ******* the ***** **** ********* and ******** ****.

Default ******** ******** ***** ** ****** ****

***** ******* ********, ********** will **-******* ****** *** objects ***** ******* ** the *****. **** ******* in ****** **** ********** re-triggering (***** *** *******) as **** ** **** remain ** *** *****.

**** **** **-********** ** parked **** ** *** unique ** **********. ********** analytics **** *******'* *********+***********'* *** *********** *********** **** *****.

Most ******** **** ********** ** ***

***** ********** *** *************** for ********* ***** ** vehicles (*.*. ***, *****, bus), ** ****** ********** and ******** ** ***** vehicle ** * ***, such ** *** ***** truck *****.

No ****** ***, ************* ******** *** *****, **, ** *******

********** **** *** **** a ****** ***, *** instead **** ***** ***** services **** ** ***** or ******** ** **** alert *************, ** **** as *****. **** ** similar ** **** ** hub ****************. ********** **** ****** notifications **************** ***** ** **** to ********* ** **** VMS *** ***** ********, though **** **** ** manually **********.

Intel ******** *** ********* ** ****

********** **** ******* ****** ******* ***** 2 (*** *** ****)*** * ********* ** 3, ****** ** ***** custom *********.

Monitoreal *****

** *** ** **********, users ****** **** *** device **, ***** ******* a **** ******* *** displays ** ** *** top ** *** **** (shown *****). **** *** web ********* ** **** address, ***** *** ****** for ******* *** ********* alerts.

******* *** ************* ********** using *****, ****** ********** is *** ********** ** any *******, *** **** discovery ** *********** **** used ** **** *** camera's **** ****** *******. Cameras *** **** ** added ******** *** ****.

Comments (52)

**** ****** **** ***** that ********* ***** ** the **** ****-******** ********* flaw **** * *** of ***** ******** ********? A *** ***** ************* as * **** ***'* quite ** ******** ** something **** **** ***** would ** * ****** constant, *********** ************* *********. Unless * ***** ** a ****** * ***** not ******** ******** **** triggers ** ****, ************ if ** ************* ******** as * ******.

*** ********* **** ********* is **** ** ****'* a ****** **** ******** for ** ** ** developed *** ******* - as *** ******* **** installed ** ** ****** protected **** *** ********... but *** *** ********** going ** ******* **** scenario ** **** ****** and **** **** ******** updates.

** ** **** ** option ** *** ********** settings (********* ****** *********) that, ** *******, **** reduce (** **** *********) these ***** ******** ******.

***** *** *** **********! I ***** *********** **** drops ***** ************* ******* the ******** ** ******* long ****.

******!

********* *** ********* ** mitigated **** ****** *********. I'm ***** ******* *** someone **** *** ******* an ******** **** ******* blowing **** ***** **.

***, * **** ** should ** **** ****** to ******* * ****** so *** **** ** not ******** ******* - with ****** **** ***/** rain, "********" ******* ***********. Snow ***** ** ** the *****!

********** **-******* ****. ** are ******** ** *** our *** **** ****** and *** ***** ** answer *** *********! ** are ********** ********* (*** device ** **********), ** all ******* *********** *** appreciated.
****

**'* ***** ** *** a ******* **** ****** useful ************* *** * like **** **'* *** bound ** *********** *******. Hopefully *** *** *** the ** ******* ** handle ****, *** ***** "debounce" ********* ******* **** cars ** **** ***'* generate ******** ************* (****** the **** ***** ** be ******* ** **** that ****** **** **** X *******?).

* ****** ***** ********** since *** **** ***** enough ** *** *** them :)

- **** ***** *********** appears ** ** *** the ***** ****** ** my ***** ********** ******** your **** *** * notification **** ****** **** the ********** *** *** secure.

- *** **** ********** is ********* *** ** (US *******). * **** seeing ******** **** * look ** **. *'* assuming *** *** ** as "******* ****" *** I **** **** ** in * *** **** rhymes **** "**********".

- ** ***'** *** planning ** ***** ******* NVR ************ *'* **** to *** *********** **** VMS/NVR ********. *'* ********* the ****** ********** ** ONVIF ********* ***** **** camera ***** ** *** unit ** ********* ** a ****** ******* ** how ** ***** ***** encoder *****. **** *** unit ***** ** ***** to * *** ** a *****-******* ***** ******. Do *** **** *** plans ** ** ****, or ** ***** **** own ********* ********?

***** "********" ********* ******* like **** ** **** don't ******** ******** ************* (unless *** **** ***** to ** ******* ** cars **** ****** **** than * *******?).

** **** ******* ****. You *** *** ** only *** ******** ** an ****** ***** *** more **** * **, for *******. ** ** own ******* ***, * set ** ** **** seconds (*** ** ***).

Monitoreal settings

** *****,

***** ****, ******* ** sales ** **********.

***** ** ** ******* people's ******** *** *********** from ****'* ******* ** the ********** ******.

********* *** ***** ***********, we've **** ********** * new *****-******** ******* ** our ******* *** *'* pleased ** *** *** issue *** *** **** fixed.

****** *** ******** **** to *** *********, ****** do ***** *** *** website *** **** **** to ***** *** ******* feedback.

******

***** ***! ******** ******** alerts *** ****** **** are ** ****** ("*** car ** ***** *****") and ** **** * setting ** **** ****, but ** **** ** do * ****** *** explaining **** ** *** UI. ********* **** ***** points:

- *****: ** **** moved ** * ********* hosting ******** *** ******* DNS, ** **** ****** be ******** *******

- ** ***** **** a *** ** *** recent ***** ***** (*** thought **'** **** ******:)), and *** - *** thinking *** ****-**** **********. I **** **** *** name ** ****** (***** for ****** *********), *** let's *** ****** - many ** *****'* *** tech ***** *** ******* startups *** ***** **** weren't *********** **** ********. Takes ****!

- ** *** ******, Monitoreal *** ******* ******* with ** *** (** doesn't ********* **** ** in *** ***); ** you *** **** **** cameras, ** *** *** recording/archiving, *** * ********** device *** ****-**** ******** and ******. **** ****, recording ********** ** ** our *******, *** ** will *** ** ****** if ****** ****** *** about **. ** *** meantime, **'** ******* *** we *** *** **** from * *****-******* *** (as ******* ** **** each ********** ******) - once ***********, **** ************* will **** ****** ** a ******** ******.

********* ********** ** ** our *******, *** ** will *** ** ****** if ****** ****** *** about **.

** *** **** ** be * ******* ******, you **** ** ***** your *** ******** + analysis *********, **** *** people **** ** *** a ******** ******** *********. Plus, **** ******** *********** are ********* ******* ** or ** ***** ****** to *** ******* ********* to ***** *** *********.

****, ***** *** *** your ***** - ** will ******* ********** *** see ** ** *** prioritize *** ********* **********. What's *********** ***** **** - * (*** **** people * ****) **** NVRs (* *** ******** NAS), *** ** *****'* looked ** *** ********** in *****. * **** that ** ** **** real-time ********* ******* ** this ********, *** ********* will ****** * ********* function **** **** **** be ******* ************ (** something ******* *** *** need ** ***********). **** said, ********* ** **** to ***.

**** *'* ***** ** disagree **** ****, *** suggest * ** ***** program ****** *** ******** + ********* ***** *** many *****. * *** "Home" ** *** *****, which ******** *********** ** me *** ** ***** part ** **** ****** market.

** ***** ***** ** that **** *********** ***** with ** ******* **** sufficient ********** ***** ** one ** **** ** their *** ** ******** as ** ** ******** "NVR", *** ********* ** a ********* ******. *****'* a ***** ****** ***** Blue ****, *** *******. If *** *** **** your **** ******* (** well ** **** ******** to ** ***** *******) into ***** **** *** a *** ******* *****, it ***** ** * whole *** *** ** hardware *******.

* ***** **** ****** with *** ***** ******* that ********* *** *** biggest ***** ***** *******, although ******* ********* *** many ****** ********* ** they **** ***** ******** directly ** *** **** or ****. ****** ***'** on * **** ** a **** ***** ****, large ******* ******** *** people ** *******. **** users **** **** ** capture **** ** ***** property. ******* ******, ****, SUVs, ***. "****" ** also ******* *** **** residential *********. ********* ****** on ****** **** ****** be ****** ************, ** to *** ********* ** alerts ** ***.

***** *** ********* ******* per *****, **** ** up ** ** ******* of ***-****** **** ** 4K ** *** *** thus ** ****** **** data ***** ** ******** cameras, *** **** ********* as **** ** *** moving ******* ** ****** a ********* ****. ********* the ** ******** ***** be * ******** ******, but **** ****** ** doable **** * ** 8 ** ******* *** higher *** ***. **'* not ***** ** ** from **** ****** ** from **** ******* *** event ***** ** ******, although * ** ********** it ** *** ** the *****, ***** * see ** ******* ****. Perhaps ** ******* **** a ***** ******* ** or ***. (*** ********** users, * ********* ********* would ** * ****** cost ******.)

**** ** **** ***** stick *** ** ** stuck (*** ********) **** a *** **** ** the ** ** ******* the *** ***/** ***, make ** ******. ******** sticks ***** ** **** on * ** *** more *******. ** ****** AMD ** *** ******** reasonably ****** **** **** up ** ** ***** now, ** ***** *** PC ****** ******* ***** comparison ****** ** *********. And **** ***** ****** GPUs?

*-**** ****** **** * set ** * ** 4 ******** ** ******** is **** *** ********, and **** ***** ** well * *** ** app ** ***** ********. (I'm **** **** **** disagree ** *** **** for ** ***.) *****, just ***** ** ** much *************** ** ** reasonably ********.

* ** *** ********** volunteering ** ** * beta ****** *** * PC ***** ***********. :-)

** ***** ***** ** that **** *********** ***** with ** ******* **** sufficient ********** ***** ** one ** **** ** their *** ** ******** as ** ** ******** "NVR", *** ********* ** a ********* ******. *****'* a ***** ****** ***** Blue ****, *** *******.

** ********** ***** *** power **** / **** hobbyist ******, ******. ***, for *******, * *** assure *** *** ****** of ********** **** ****, Nest, *********, ***** ***, is **** ** ***** the **** ** ***** with **** ****. **** users ****** *** *** technically ******* ** ** not **** *** ******** to *** ** ***.

* ***'* *** **** Iris ******, *** * think ***'** ******** * level ** ************ ***** doesn't ***** **** *********** users ** ******** ****** a ***** ********. *** are **** ******* ** alerts, ****** ********* *****, email *******, ***. ** they *** *** ******* of ***** *** ***** of ******** ** * web ********* ** * camera? *** *** ******* assumption ***** ** **** Monitoreal ***** *** **** the ******** ** ****** to *** ** * typical *** ********* ***** you **** ** ***** a ***** ** **** pieces ** ****, **** online *** ******** ** online *** ************. * think **'* ***** ****** to *** ** ****** the ***** ** **** technical *****.

*** ** ***'** *** providing * ***** **** somehow ** *** ****** who **** *** * PC ******, ******* **** Ring's ******* ** *** FTP * ***** ** them, ** *** ***** tiny ***** ******* *** going ** ******* ******** identification **********? * ***'*, so * ***** ** you're ***** ** **** an ********** ** ***** cameras *** ******** ******* have * **.

*** *** **** ******* up ******, ****** ********* zones, ***** *******, ***. if **** *** *** capable ** ***** *** piece ** ******** ** a *** ********* ** a ******?

**** ***** *** **** time *** ****** **** setting ** * **. There's *** **** ****** to ** ***** **** loading ** *********** ** a ** **** *********** an *** ** ***'* phone.

****, *** ***** ******* thing ** **** ** trivial, *** *** **** needs ** ** ** enter ** ***** ***** address, ** ******** ** SMTP *******, ***.

**** ***** *** **** time *** ****** **** setting ** * **. There's *** **** ****** to ** ***** **** loading ** *********** ** a ** **** *********** an *** ** ***'* phone.

**+% ** ** ***** don't "*** **" ***** PCs, **** **** *** them, **** **** **, and **. ******* *** even ******. ********** * program ** * ** in **** ***** ** very ***** *** ****. A *** ***** ****** may ** *** ** takes, *** *** ********** don't ******* ******* ********.

* ***** ***** **** a ******* % ** users *** ******* ******* at * **** ****** screen *** ***** ** as * ** ***********. There ***** **** ** some ****** ** ** spreadsheets ** **** ******. :-) *** * ***** the % ****** ********* users *** **** ** actual **** ***** ****** and **** ********** *** to **** *** **** uses **** ******** ** be ***********.

***** ******* ***** *** eventually ***** ** ******, though, ** ***** ***.

********** * ******* ** a ** ** **** cases ** **** ***** and ****.

*** ** *** ***** that *** ***?

** *** ***** ** disagree ****, ** *** be ****** ** *** and ****** *** **** but * **** ******** to ******* **** *** ordinary ******, **** **** far ****** * ******* app / ********* **** having ** *** ** and **** * ** running.

*******/*** **** ** ******* and ***, ** **** as ***********, ** ** to *** *********. ** different **** *** ******* and **** **********, *** you ***** ********* ******* better **** * ***** on ***** * ******* from ***** ** ***** in ******* *** ****.

*'* *** ********** * PC ********* ** ****** as * ***** ***. That ***** ********* *** be **** *********. ** someone ** * **** cell ***** ***/** ****** user, **** **** **** a ******** ********* ******.

*****, * ** ******** with **** **** *** other *** ***** - but ****'* *** *** primary ****** ** *** moment. *** ****** ** more ******* ** **** or ***** ** - plug ** **, **** 5 *** *********, *** you're **** ** **. That ***** ****, *****'* nothing ***** **** ******** your *** **-***** (** NAS-based) ***. ********** *** happily ******* **** *****. That's *** ** *** home ** *** ** - * **** * Synology *** **** *** motion-triggered ********* (******** ************ Station), *** ** ********** device **** ********** **** (smart *********, ****-**** ******).

* ** ********* *** NVR ** ***** ****.

*'* ******** *** *** that ******** **** **** Iris ***** * ***'* use **, *** ** you **** ** **** your ******* ******* **** I ***** ** ******** is **** ** **** equation. ** *** **** what ***'** ****** ** the ***** ********* ** a ***** ****, ** well ** ****** ** to ******** *******. **** motion ********* *** ********* is ** ****** *** unless *** **** **** of ****** ****.

** ** ****** *** with ** **, **** is *** ********** ** your ******? ** ***** a **** ** ******** specs ** **** *******? (The **** ****'* **** to ** ******* ********* for ** *********.) *** one ****** ****** ******** 4K *******? **** ** event ** ********, *** I ***** ****/******* ******* 4K ** *** ***** of **?

*****, ** ********* ******* RTSP ***** *******. *** can ***** *** * 4k ****** ** ** can ******* * ********* (1080p ** ****).

***:******* – **********

* ** ********* *** NVR ** ***** ****.

* ***** *** ** us ** *** ** touch **** ******** / surveillance ***** ** *** different ******* *** ** may **** **** ** me.

* ***** **** *** idea ** *** *** is ** **'* *** out - ** ***** from * ******** ***********. Consumers **** ** ** flocking ** *****-***** ********* like ****/****, *** *** NVR ****'* ** **** - ** ****** ***** from *** ****** ** the **********.

** ***'* ********* ********, so **** ********* *** going ** **** ** record ***% ** *** time, ** ****** ******* seconds ******/***** **** **** of ***** ** * minimum. ******* ***** ********* back ** *********** ***** clips/still ****** ** *** a ***** ********** ** my **** - *** again, ***** **** ** me ***** *** ** touch ** ** **********-******* engineer? **** *** ***** purposes, * ***** **'* important ** **** *** option ** ********* ********* signed/encrypted ******* ** * format **** ** ********* to ****** ****. ****** and ***'* *** *** too **** ** ****** with *** ******* **** have **** ********* ** impossible/impractical.

** ***'** *** ********* to ** ***-** ** the **** ** ***/***, I ***** *** ***** seriously ***** ******** ****** by ***** **** ** integrate **** ********* **** common ***'*. *** ******* way ** ********* ***** VMS ************* ***** ** to ******* ** ***** device ********* ** **** the ***** ******* ****** through **** ******, ***** with *** ******** ******. You **** **** ********** up ** *** **** consumer ******** *** *********** small-enterprise ******** ***** *** all ***'* **** ******* native ********* *** * lot ** ********* *** looking *** ******* *************/********* triggers.

*** ******* ********* ** to ********* **** ******** systems (******* + ***) not ** ******* **** - *** ** ** want ** **** *** solutions ********** **** ******** VMS's. **** ****, ** we *** ********** ****** for *********** *** ************ - ** **** ********* them. ***** ** * reason *** *** *** a *-******* *** ***** for $** ** ********** - ********* ** * solved *******, *** ******* is * *********. ** would ** ********** **** for ** ** **** it ***.

* ***** *** **** feel *********** ***** ****** and ***** ********* **** you've *** ** *********** to *** *** *******. It ****** ***** *** a **** **** ***** of ********* ******* ***** too **** ****. *** the *** ****** **** it ***** ** ****** - *** *'* ******* to *** **** ** some ***** *** *** forget **** *** **** exists.

********* ***** ********* - that's * ********* ***** of ******** ********. ***** to ******* ******* **** you **** ****!

****** ***** *** *** thoughtful ****, ***** *** definitely * *** ** interesting ************* ** *** space.

****** **** ***** **** that ** "********"?

****: ***, **** **** above. ***.

** *** **** * lot! :)

* ***** **** ****. If *** *** **** own ********/********* **** ***** be ** **** **** as * ******** ******* with ***** *************.

*** ****** *** ******* record ********* ****** (**** have ******** ** **** matching **** *****), ***** look **** ****:

*****: *** ***** ** the ********

** *** **** ****** need **** **** ****?

** *** **** ****** need **** **** ****?

** ***** **** ** a ***** ******** ** you **** **** '********* scenes' *** ***'** ******** up ********** ** *** checking *** *** *** of ***** ** ***. Your *********** **** *** it ** ** ******, your ********* ******** **** use ** ** * reason *** ** ***** or ********** ***, ***. Not **** *** *** are ** ********* **** including ** ******* ********, fundamental *******.

* *** **** *****. Will ******* **** *** team. **'* ***** **** to **. **'* ****** to ****** *** ** price *** *** *****.

** *** **** **** cameras **** ********* *** storing ******* ** *** event ***** *** ** incident **** ****** *************, whether *** *********** ** SMB's (***** ********** ************ being **** *********). ** believe ***** ** *********, with ****** ** ********** finally ******** ***** ************ cameras ** **** ****** aware ** ****** ** real-time. ******* ********* ** becoming **** ******** ****** than *********. ** ***/***'* therefore **** ** ** the ******* *** ** CCTV ******* ** *********** applications? **'* ***** ********* provided ** ****** *** footage ******* *******.

** ******* ***** ** different, **** ****** ** technology ******* ******** ***** surveillance ******* ** **** people ***** ** ****** in ****-****.******* ********* ** ******** more ******** ****** **** necessary.

** ******* ****** * window ** * ** the *******, **** ***** need ******** ***** *** evidence. ****'* *** ***** away.

**** ** **** *** want *** *** ***** need '*********' *** **'* far ***** ** **** it '*********' **** ** convince ****** *** **** can ***** ** ****-****.

*** ***** ***** * to * ******* *****'* work *** ** ** all. ***'** *** ***** to ******* **** **** with **** ********** *****.

*****, ** * ********* previously, **'* *** *** intent ** ******* *** NVR (** ***** *** currently) - *** ** coexist **** **. *** focus ** ** ****-**** analysis *** ****-***** *************. I **** ** *** myself! (********)

**** *****: *** ****** recognition.

**** ******** *****. ***-***.

********* ****, ***?

** **** ** **** have *********** ********, **'* actually *********. * **** we ****** **** *** human ****** *** ***** though, *** ** **** there. :)

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

** ****** - ** is ******* ***** ****** on. * ***** ***** the ******* ******* ***** be ******* * ******* dataset.

******** ********** ***** ******** cattle ******* ****** *********** | **** ********

****** *** *** ****. Now ****** ** ******* me *** ***** ** beef ***********.

******** - ******* ***

*****://***.************.***/***********/***************************************************

**** ********** *** ** done, **'* **** *** very ************ ********, ***** the ******* ******* *** there.

*** * ***** **** with * *** **** - *****. *** ***** farms (******** ** ********* of *******) - **** and ******* *** **** accurate *** **********.

** **** *** ******* are ********* *** ********** does *** **** ** app, **** ** ** ensure **** *** **** has ***% ******* *** protection ** ***** ***** feed. ** **** ***** through *** ******* ******* it ****** ** *********** or **** ******** ** employees (** ******** ***** with ****) ** **** subpoenaed.

* ********** ****** * "fully *******" ****** - so **** ****** ** cloud ***** **** *** you *** ** ***** and ********* ****** **** it, *** *** **** give ** ******* *** privacy ** ** ******. Especially ** *********** ******** to **** *** *********.

***** *** *** ***** offer ** *** **** makes * ****** ********** to *** ********* ******? Sure, ****** *** ***** would ******** ******* **** information ***** ****** *** usage, *** ** ***** be * ****** ***** compromise *** ******** ********* I ***** *****?

********* ** ******** - our ******* "***" ** a *********, ***** ****** secure ***-*** ************* **** your ****** ** ****, without ******** ** ** the ********.

**** ** ** "*******" to ** ****** ********.

report request

** ***** **** **** one ** **** ** effectively *********** **** **** device ******* *********, **** no ****** **** **** have ** **** * direct **********.

** *** **** ** that, *** *******, *** don’t **** ** ******* an *** *** *** want ** ***** *** as ** ****** *** those *** **** **** expected *******.

***** *** *** ***** offer ** *** **** makes * ****** ********** to *** ********* ******?

**** *** ** ***** thought ****. *****'* *** works **** ****. ***** details *** ****** ** the ***, *** *** app ************ ******** ** the ******, ******* ** static ** ******* ** DDNS.

*******, **** ***'* **** in **** *****. **** Internet ********* ***** ******* using ********* ****** ******* Grade *******, ***** *********** means ******** ********* ***** the **** ****** ** address ** *** **** time. **** *** ***'* control *** ****** **** has *** ****** ** address, *** ***'* ** a ***, ****-*******, ** anything.

*** **** *** ** solve ** ** ** use * ********* ** the ***** **** *** server *** ****** **** connect ** ** ***** to ***** **** *****. That ** *** ****, et **, ****, *** what ********** *** ******* not ** **.

*******, ** ***** *** do **** **** *** Nest **. ****** ********* (all *** ******* *********) suggest **** ** **** the ***** ********.

****** * ********* ** the ******* ******* ******** an ********** ***** ** security, ** *** ****** are ********* *** *** can **** *** ***-*** commands ** "******" *** device - *** **** device ** ***** ******* to *** *******.

** *** ***** **** company ************ ** ********, I ***** ******'* ***** would *******

**** *** *********!

“*** ** *****” ** details ** **** ** where ** ***. ****** amazed ** *** **** promising **** ********* **** at ***** ***********.

****** *** **** *******. As **'** *** ********* selling ******, ***'** ***** we ****** ********** *** messaging. ** ** ******* many ********* ******* *** general ***** ******* ** the ******* (***** * probably *******'* *** ** here). **** **** ** reach *** *** ** you'd **** * ****.

** *** *** ********* the ******** ****** *** probably **** ** **** direct. *** ** *** very ***** *** **** a ‘*** ***’ **** that ***** *** ** the ********’* ****. ** you **** ** ******* sending *** ** ***** inquiry *** *** ******** away >**% ** ********* sales.

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