Camect "Worlds Smartest Camera Hub" Tested

By Rob Kilpatrick, Published Oct 18, 2019, 09:26am EDT

Camect is a Silicon Valley startup that claims the "Smartest AI Object Detection On The Market", detecting not only people and vehicles, but specific objects like squirrels, UPS trucks, and more.

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IPVM tested Camect's AI and hub UI, examining:

  • How accurately does Camect'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?

Company ********

****** ** ******* ** two **-****** *********,**** *********(*** *** * **.*. in **) ******* ***(*** *** * ******* in **). *** ******* is ***** *****, ************* ** ********* ******** that ******* $***,***+, ******** ** **** users.

**** ******** ******** **** users *** ***** ** NVR ***** ** ********** for *** ** ******* commercial *****.

Accurate ** *********

******'* ** ********* *** some ** *** **** accurate ** **** ******, with ******** *********:

  • ****** ** ***** ******:****** ******** **** *** false ***** ** ****** a **** ** ******* on ** ****** *** outdoor *******, ********* ******* periods ** ***** **** and ****, **** *,*** total ******.
  • ******** ****** **************:** *** *****, ****** misclassified **** *** ****** (as * ****). ************, trucks **** ************ ****** classified ** ****, *** this *** **********.
  • ******** ****** **************:****** ********** ******* ******* with **** ****** **** typical *********, ********** "***" or "***" ******* ** simply "******" *** **** identifying ** ****** *******, UPS, *** ***** ******** distinctly, *** **** ** other ********* ** **** tested.

*******, ****** *** *** detection ******:

  • ******* ******** ******:** *** *****, ******* subjects **** ******* ******, regardless ** *** **** they ******** ** *** scene.
  • ********** ****** ****** *********:** **** *****, ***** subjects **** ******, ******* moving ** ****** ***** through *** ***** ** even ******** ** *****. This *** *** ******** or ***********.

***** ** ***** *******, Camect's ** ** ***** the **** ** ********* we **** ******, ** most ****** **** ****** false ***** ****** *** do *** ***** *** detailed ****** ************** ****** does.

User ********* ******

***** *** ** ** strong, ******'* **** ********* has ******* ******:

  • ********** ******* *** ******* RTSP:********** ******* ***** **** Hikvision *** ***** ******** users ** ******** ***** the **** ****** ***********, which *** ** *********** for ******* *****.
  • ******** *** ** ***** required *** *************:****** **** *** **** a ***** ******** ****** app ** ***** ***, requiring ***** ** ******* alerts *** ***** ** the ******** ******* ********* app. **** ** ***** methods ******* ** ***** clip *** * **** to *** ***** ** Camect's **.
  • ******* **:******'* ** ****** ******* functionality, **** ***** *** single ****** **** *** playback ***** *** ***** configuration. ***** *** ** options ** ********* *******, change *** ****** ** cameras *********, ***** ******** times/dates *** ******, ***.

***** *** ******* ******, but ****** ** ******* over ****. ****** *** mentioned ** ************ ***** ongoing ** *** *********** with ****.

*******

****** *** ********* ** found ** ************ ************ *** ******* *******:

  • $*** (********* **% *** of $***) *** *** Camect ****** (*** ** 12 *******) **** **** two ****** ********** *******. Other ******* ******** ** record *** ******* ******* but *** *** ** remotedly ********.
  • $*** (********* **% *** of $*,***) *** *** Camect *** (*** ** 12 *******) *** ******** service.

More ******** ****** ************** **** ***** **

****** *** * ****** of ********** ******* **** can ** *******, ***** below, *** **** ******** than **** ***** ** analytics ** **** ****** (more ******* *******). ***** ******* ******, specific ***** ** *******, and ******** ******* *****.

Many More Object Types Than Most Analytics

********** * **** ** testing *** ****** *,*** alerts, *************** **** ******** on ****** ***** *****, with **** *** **********, detailed ***** ** **** report.

Delivery ****** ********** ********

** ******** ** **** conventional "*******" ** "*****" classifications, ****** ******** ******** detection ** ** ****** Service, ***, *****, *** DHL ******. **** ******* was ******** ** *** tests, **** ** *** mail ***** ***** *****:

Delivery Trucks Accurately Detected And Classified

Only *** ***** ************** ** ******

** *** *****, **** one ***** ************** ** a ****** ********, **** a ***** ** *** back ** *** *** classified ** * ****.

Person Classified As Bird (One Instance)

Trucks ************* ** ****

****** *****, ****** ****** were ********** ************* ** "cars". ** ******** ******* improved **** **************.

Trucks Classified As Cars

People ********* ****** **********

************, * ****** ******* or ******** ** *** scene *** ********** ******. For *******, *** ******* in *** ***** ** view ***** *** ****** despite ******** ** ***** of *** ****** *** nearly * ******.

Person-Missed-Completely

Running ******** ******

******* ******** **** **** completely ******, ********** ** how **** **** ******** in *** ******'* ***** of ****. *** *******, the ******* ***** **** across * **' ****, diagonally ****** *** ******, but ** ******.

Running-Subjects-Missed

People ******** ******** *** **********

****** ******** ******** ****** crawling ******* *** *****, shown *****:

** **** ** ***** which **** ********* ********:

Partially Obscured Subjects Detected

Common ******* ***** ****** *******

****** ******* ****** ******* false ****** **** ********** ignored, ********* ***** ****, one ** *** **** common ******** ** ***** alarms ** *** *****, as **** ** ******* and *******.

No False Alerts On Animals

***** *** ***** ******* were ******** ********** (***, cat, ****, *****, ***.) and ***** ** ******* unless ******* (***** ****).

No False Alerts On Heavy Rain

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

****** ****** ******* ** false ****** **** ******* by ******, **** ** lights ** * **** being ****** **/***, ***** here:

No-Indoor-Alerts-Turning-Lights-On_Off

** **** ** ******* caused ** ******* ** other *****:

No-Indoor-Alerts-On-Shadows

Manual ****** ** ******** ****** ** ****** ********

** ***** ** ****** alerts **** * ******** area * **** ********* Camect ** **** ***** alerts ** *** ******** object **** ** ** the **** **** ***** or ****.

No Direct Option For ROI

***** ****** ** *****, the **** *** **** go ** *** ****** settings, ***** ** *** "area" **** *** ******* a ****** ** ******** manually.

Many ******* ******* ****

****** ****** ** ******* "almost *** ***** ** camera" *** ** *** tests, **** *** **** of ********** ******. *******, only ***** *** ********* were ******** ************* ********** on *** *******. **** other ****** **** ********** but *** *** ******** without ****** *****, ***** others ******** ****** **** setup *** ***.

Arlo, ****, *** **** *******

****** **** ***** *********, Camect **** ******** ******* consumer ****** **** ** Arlo, ****, *** ****, which *** ********* ********** "closed" *** ********** ** their *** ****.

** ***** ** *** these ******, ***** ***** their ******** *** ******** for *** ******* *** are ***** * **** of ******* ** ******:

Wyze Cameras Supported

**** **** ****-***** **** cameras *** *********** ** connecting ** ****** ***** video **** *** ****** 24/7, ***** **** ******* drain *********.

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

****** **** *** ***** a ********* ****** *** for ******* ** ***. Instead, ***** ** ** a *********** *** *** (PWA) ***** ******** *** same ****** ********. ** add ** ** ** "app", ***** **** ******** add * ******** ** the ****** **** ** on ***** ******'* **** screen.

No Mobile App  Hub Home Screen Added As Bookmark

Events ******* ***** ** **

***** **** ** *** offer * ****** ***, Camect ***** ************* *** email ** *********** ******* ********* ***. ***** ************* ******* an ***** **** *** the ****** ************** (***** below) *** ******* * link ** *** ***** as *** ****** ** classified ** *** *****.

Alerts Require Telegram IM Or Email

Camera "*******" ******

** *** *****, **** attempting ** **** ******* in **** **** ** playback, ** ********* ******** a "*******" ******* *** one ** **** *******, shown ****:

Occasional Camera “Stalled” Issues

** *** *** *** any ***** ****** ** why **** *** ***** (system ****, ****** ** cameras, ********, ***.).

Test **********

******* *** ********* **** commercial ******* **** ********, Axis, *****, *****, ******, Hikvision, *******, ** **** as **** *** ****.

Versions ****

*** ********* ******** **** used ****** *******:

  • ******: *******@*******/****-**-***.*.*-******-*******

Comments (53)

***, **** **** ** this!

**'* **** ** ** more ***** ** ******** that *** ****** **** the ***** ************ ******. Camect ** ********* ***** but **** **** ****** together **** ** ***** it *** ********* ** become * ****** ** the *** ****** **** wants * ***** ****, high-performance, ***-***** ********. ** will *** *** **** evolve.

** *** *** * startup ** **** * startup **** *** ** up *** ****** ******* that *** **** **** to ****, ***** ******@****.*********@****.***,******.

* ***'* **** ** see ***** ****** ** a **** **** ***! Once **** ******** **** of *** ****** ****** I ***** ** **** interested. *** ***** ****** into **** ** *** proprietary ******* ** **** worth **.

** **** ... ***** of *** ****** ****** would ** *** **** important ** ***? **'** listening ** *** ***** to ****** **** ** focus **, *** **'** certainly **** ********** ** what *** ** ****** else ******* **** ******* would **** ****.

* ***** *** ******* are **** ** ****** the *** ******** ** front ** *** ****** for * ****** ** well ** *** ********* that *** ******* ** front ** *** ******.

****'* **** .... ** were ****** ********* ** those *** ** **** and **** ** *** them. **'** ******* ***** Rob *** **** **** info ***** ***** *****. It *** ********** **** to ******* ** ****** the *** ** *** door.

*** ******** ************* *********** suppresses ************* *** ****** that *** ********* "*** frequently" ** ** ****** to ** ******* ******, and **'** ********* ** this ** **** ******** to *** *** ******** in ***** ** *** door. (** ***** ****** on **** *** ********* before **** *** ****** up ** *** ****.) Suppressed ****** *** ***** reviewable ** *** ** and ** *** **** rate *** **** ***** as *********, ** **** learn **** **'* *** supposed ** ******** *************, e.g. *** ******, *** it **** **** **** to *** ** ****** how ********** ****'** *********.

*** *** ******* *** case **'** ********* *** video **** ** **** still **** **. **** the ***** ** *** report ** ***** **** been *** ** *** fuzziness ** *** *****, but **** **** ***** have **** *** ** the ******** ***** *********** if ** ******** ***** several ***** ***** **** detected ****** ** **** room.

****** *** *** ******-** Arup. *** ****** *** thing *** ** ***** be *** ****** *** that ***** ******** **** to *** *********. **** is **** *** ************* and ** **** ** seamless. ****** ** *** region ** ********. **** feature ** * ****. Without **** **** ** the ******* * **** would ** ****** ******* as **** **** **** a ***** **** **** I **** ** *** alerts ***.

***** *** *** ***** issues **** ** ***** of ****. * **** think *** ********* ********* of ******* ***** ** nice, *** *** * big **** *** **. To ****** ** ** the ******* ****** ****** that ***** ** ** important *******.

** ****, * ***** we ******* **** ** least **% ** **** you ****. *** **** you *****:

*. **** *** ***** alerts *** ******** ****** link **** ** *** UI ** *** *** actual *****.

*. ** **** ****** of ******** **** *** can **** ***, ******** it's ****** **** ** we ******** ** ** advanced ******* **** *** perspective ** *** ******** home ****.

*. ** **** ********* camera ********* *** * large ******* ** *******, including ******** ******* *** several ******, *** ******** to ***** *** *********** of ******* ****** **** urls **** ***** ** not *******. **** **** IPVM **** **** **** urls *** ** ******** for*****************. ** *****'* ****** many ********* ******* ** average ***-**** ***'* *** themselves, *** **** ** easily ********. (****** ***** drivers ** ******* **** easier **** ******* *** consumer *******.)

*. **'* **** ** don't **** **********, *** * **** to **** **** *** understand **** * *********** Web *** **. ** uses *** ******* ** present *** **, *** after ************ *** *** is ***** ********** **** any ***** *** -- i.e., ** ******** **** an **** ** **** home ******, ***** **** a ****** ******, ** a ********** *** ******** from **** ******* ** the *** ********, **** not ***** *********** **** your *******, *** *** don't *** *** ******* controls ********. (*.*. ** behaves * *** **** a ****** ***, *** subject ** **** ******* as ********* *****.)

**** *** **** ******* complete **** *** **** caveats:

Email ******: You get back to the UI by clicking the animated gif... Check out some example email alerts in our ****** ****. *** *** *** clicking *** **** ******** you ***'* **** ********* to **** *** **. In *******, *** **** will **** *** *********** Web ***. ** ***, it ***** ******.

Telegram ******: You get back to the UI by clicking the list of detected objects, e.g. in one alert in the report above, you see "Wyze person detection cam saw a person" and clicking on "a person" will take you to the video. Telegram currently enforces that the link opens in a browser, but we're going to file a bug asking if they'll allow the PWA to be used when there is one.

*** *** **** *** native ****-**** ****** ** Android, *** *** ** iOS ** *** **** not ******* **** *** PWAs ***. ** ********* telegram ****** ****** *** board ******* *** ***** clip ** *** **** in **** ***** **** much ***** **** **** the **** ****** ** native ****** ***** ***** for, *** **% ** the **** ********** *** need ** ** **** at *** *****.

Region ** ********: As IPVM described, the software attempts to automatically learn the region of interest based on feedback you give on the alerts (i.e. click on "thumbs down" and tell it that the alert is unwanted because of the area of the image it came from). However, we do also allow you to draw out one or more regions of interest manually if you want, and even to do somewhat complex logic using overlapping regions with and/or behavior if it comes to that. This feature is hidden away in the UI so it's understandable that IPVM didn't find it. We don't expect most users to use it, but it's mentioned in the docs.

Automatic ****** *********: We have several automatic discovery mechanisms. Our specific drivers include Axis, Hikvision, Dahua, Reolink, Foscam, Nest, Arlo, Wyze, Doorbird, Trivision, Ubiquiti, consumer models of Samsung, and some models of Vstarcam, Dlink, and Trendnet. We have a fallback Onvif driver that works for many brands but currently cannot find the media service on some of them. We also auto-probe cameras with open RTSP ports for several common urls, .e.g although we're never recommend them, the large number of XiongMai-based cameras out there will work.

***** *** ******* **** support *** ***** ***** (get *** ***** ******, move *** ***, *** sometimes ***/*** *** ****** name *** *** **** credentials) **'* **** **** to *** *** *******. We *****'* ***** ******* of *** ********** ******* that **** **** (** no *** ** *** target ****** *** ****) but **'* **** ****** to *** ******* *** these ******* **** *** the ******* ******** ******. The ***** ****** *** recognizable **** *** ******* alone, *** ******* **** well ********** **** ****, so ** *** ******* add *** ***** **** urls *** *** *** brands.

**** *** *** ****** details ** *** ****** problems **** *** **** with *** *********/*****, *** I'd ***** **** **** had ******** **** *** Onvif ****** ***** *** with ******* **** ***'* use *** **** ** common ******** **** **** we *****. **'* **** possible **** *** ********* had **** ******** *** to *** ****** ** cameras ** ****'* *******, which *** **** ****** than ***'* **** ** a ******* **** ** small ********.

Native *** ** *********** *** ***: As I mentioned above, the PWA is actually quite a lot like a native app although you install it differently. The biggest caveat is that iOS does not support notifications for PWAs -- but Telegram produces much nicer alerts anyway.

**** *** *** ** the *** ***** **** the ****** *** ** minus *** *** ******* chrome. ****'* ********* **** many ****** ****, ******* everything ***** *** **** way ** ** **** from **** *******/******. **'** aware ** ******* ************ in *** ** -- but ***** *** *** fault, *** *** ***** of ** ***** * PWA ****** * ****** app.

*** ***** ******** ****** you ***** ***** *** PWA ********** ****** * native *** (***** **** the ************ **********, *** the **** ** ************* on ***)? ** *** really ******* ** *** what ****** ******** ***** after **** *** *** app. ** ***** ****** are ****** **** ****'* fixable ** * ***, we'll ** * ****** app *** -- *** so *** ** *****'* really ***** ********** **** are *********** *** ** the **** **** ** implmented ** * ***. It ** ********* **** that *** ************ ********** could ** ******, ** having ** ********** ******* the ******** *** ** definitely *** *****.

***** *** *** *** detailed ***** ****! * was ******* ** *** the *** ********** ** that ********** ****** **** up. ****, ***** *** for *** ************* ** the ****** ** ********, I ***** ** **** route.

*********** ** *** *** amount ** ********* ******* on **** *** **. Does ** ******* * net ********** ** **** or ** ** ***** it *******?

***, ** ******** ********** is ******** *** *** analytics, **** *** ********* locally ** *** *******.

****** ** ***** ******* ******* ****** **** processor (*****) **** * cores/4 ******* @ *.** Ghz.*** *** ** *** to ***** ***** ******* analytics

* **** **** **** there ** ** ***. It ***** ******* **** they *** ** *** those **** **** ********* on * **** ********* with ** ***.

***** ** ** ******** GPU (*.*. ******), *** intel ********** **** ** integrated *** ("***** ** graphics ***") *** ** make ********* *** ** it. ** ****** ***** processor ***********, **** *** low *** **** **** a ****** **** ***, hence *** ******* ** use *** *****, *****, as *** *****, ** not * **** ***.

*** ****** ** *** was * ****** ** trying ** *** ** handling **** *** **** in ** ******* ********'* home ** * ********** price *****. ** **** particular ******, ** ********* using ** **** **** 24M ** ***** ****** resolution ***** "******* **** security *****", ** *** processor ******* * ********** somewhere ****** **** *****. Our ************* ****** *** up ** * ** cameras, ***** ** ******* one **** ***** *** average **** **** *-* 1080p *******.

*** ******** *** *** on *** *** ********* with ** ********** ***. A *** ********** **** i5 ********* ************* ******* the ********** **********, *** also ***** ************* ****.

** *** ***** ***** end, ** *** ****** about * ***** ******* on * *** ***** on ** ***** *****. That's ***** $** **** the **** ** * hard *****.

**** ***********! **** **** software ****** *** ********** GPU ******* ******?

**. **'** *****-*****, *** we *** ***** *** video **********, *** ******** for *** **.

***, *** ** **** or****** *** ***** ****?

***** ***********. ****** ****!

******* ******** **** **** completely ******, ********** ** how **** **** ******** in *** ******'* ***** of ****...

**** ****** **** **** it ****** ****, ** good ** **** ** is, ** ***** ** a **** ***** ***** never **** ** *** cheapest *** **** * yrs ***?

*****GPU

***: *** *** *** that?

***: *** ****?

CPU: Something or someone is in motion; I’m quite sure, you know there was a time before AI, when I was perfectly capable of detecting motion on my own.

GPU: Yes, the dark ages, back when shadows and fall foliage were considered the biggest threats to humanity...

CPU: Ha! You don’t know what it was, do you, Mr. AI, with all your fancy logic and neural bs?

***: ****, * ***’* have ** *** ** with **** ****, * don’t **** **** * was **** ******** ****** this ***. ********* ****, “Go ***** *** ****** is!” *** “**** ** the ****!”, *** * get **** **** *** I ***’* **** **** my *** ********* ****! I *****, *** **** firmware *******, *’* ***** here, ***** **** ** the *****!

** *** **** *** "alert *** *** ******" behavior, **'* ********* ** enabled *** *** **. In *** **********, *** inevitable ****** ** ******** on *** ****** ** that *** ********* ****** turns *** *** ****** or ****** ******* **** - *** ****** **** point **'* *** ******** useful **** ********** **** moves ** ********.

************, **'** **** ****** surprised ** ****** *** guy ** *** ****. Our **** ** ** keep *** **** **** having ** ******* ******, and *** **** ***** right *** ** **** our ******* ** ** that ***** **** **** what ****** *** *** at *** **** *** to ******* * ************.

*** ** ******** ***** to "*********** ************ #*" for **** ******.

...*** **** ***** ***** now ** **** *** attempt ** ** **** might **** **** **** caused *** *** ** the **** *** ** produce * ************.

** ****’* *** **** then ** ****** ** in *** ********** ***** log, *******? **** ***** if *** ******* *** alert *** **********. ******, Rob ****’* ******* **. how **** *** *** suppressed ******?

** *** **** *** "alert *** *** ******" behavior, **'* ********* ** enabled *** *** **.

...*** ****** **** ***** it's *** ******** ****** that ********** **** ***** is ********.

*******, ** ** ** simulated ****** *****, ** the **** ***** *** legacy ****** ********* ** triggered, *** *** *.*. doesn’t “***” ******** (**** to ********), ** ***** still *** *** ***** for ******* ******, **** if *** ******** ** real-time.

*******, *** *** ** any ****** ***** ******** from****.**?

** ***, ******* *** could ******* ** **** your **** ** ** their *********...

**: ********** ****** ...

******* -- ** ** possible ** ********* ******* not *** ************ *** suppressed. ****'* **** **'** asked *** *****.

*** ****** ** ********** analyzed *** **** *** found ** ********. ***** that, *****'* * ******** about ******* *** ***** is "***********" ** *** (based ** ******** *** user *** ********) *** another ********, ***** ** frequency ** **********, ** to ******* *** ***** should ** ************* ********** even ** ***********.

**** *** ****** ****** in *** **, *** defaults **** *** *** "interesting" ******. ** *** version *** ******, ** had **** ******* *** display ** "*********** *** suppressed" ****** ** ******* as ****, *** ***** was * *** ** it ** *'* *** sure ******* ** *** the *****, ** **********, would **** ***** ** at *** **** *** captured *** **********.

** **** **** ******** that ***** *** ** see ****, ********* "*************" alerts, ** **** *** detected ****** */* ******** objects. **** *** **** allow *** ** *** less, ** ********* *** alerts ** **** ******* were ********. *** ******** appear ** *** ***** the ***** **** *** see ** *** *******.

**: ****.**

**, ** *** *** using ******** **** ****, and *** ********* ***** them ** ****** ******* to *** ********** **** Wyze ***. **** *** impressive ** *** *** amount ** ********* **** require, ********** ***** **** they *** ** ********* useful ** *** **** cam ********. ** *** Wyze ****, *** *** person ********* ******* ****** more ******** (** *** same ***** ******), *** theirs ** ****** **** too. ** **** *** to *** **** **** a ****** **** **** detected, *** ** ****** regularly **** ******** ** caught *** **** *** not. * ******* **** may ** **** ** do * ****** *** on **** ******** ********.

...*'* *** **** ******* or *** *** *****, if **********, ***** **** shown ** ** *** time *** ******** *** experience.

***, ********** ** ****** still ** ** *** device *****, ******** *** hasn’t ********* **, *****?

** *** ******* ************* to **** **** ****** has *** ******* **** deleted, ** ** ******** to ***** *** *** UI ** *** **** kind ** ***** ***** was, ** ***.

** *** *** *** been ******* ************ ***** then *** *** ******* corresponding ** **** **** has **** *******, ** will ** ****** ** possible ** ***** *** the **. ** **** case, ** ***** ***** be ******** ** **** some ******** ** *** if ***** *** ****** an ***** ******** -- but ** ** ****** failed, ** **** ** much ****** ** ********** to **** **** **** wrong.

****** *** ********* ** a **** **** ? curious ** *** *** it *****

*** **** *** **** an **** **** ** which ***'* **** ** test? ** **'* ********** over *** ***, *** we *** **** ** up *** *** *** send *** *** ******.

** **** **** * demo ** *** ****** live ** ****** **********... ** ***** *** cameras **** ****** ******* to ** *** ********* live ** *******, *** we *** **** ** input. *** *** ***** the ****** ** ******* and *** **** ***** up ** *** ****** group.

****, *****, **** *** a ******** ****, **** you ****** ** ************ ****** ?

*****, ** **** ***** tried * ******* ******. I ***'* **** ** hazard *** ******* ***** whether ** *** *** model ** *********** *** a ******* ******, *** if ***'** ***** ** an ********** **** ********, we ***** **** ** up *** **** ***.

@****-

* **** *** **** and **** ******** ******* cameras ******* *** ****** a ***** **** ***** be **** *** *******. Send ** ** ***** at*****.******@****.****** * *** *** you ********** *******.

***** ***** **** ** FLIR...it’s *** “** ******” that *** * ***** OEM (*** $***-$*** ** ADI * *** ***** ago)

**** ** **** ** the *****?

****** *** ******** **** to *** *********! * updated *** ***** **** the ****** ***** ***** mark.

** * ***** **** the "***" ** **** a ******* *** **** storage, *** **** *** of *** ********* *** UI *** **** ***** from ***** ***** *******?

******* **** ***** ********* their *****? (*********, ***, Azure, ******?)

**, **’* *** *****.

**** **** **** ****? All *** ********* *** local ** *** ***? Or *** *** ********* are ******* *********, *** on *** *****?

*** ********* *** ******* locally ** *** ***. Your ***** ***** ****** the *** ****** *** ask *** ** **, e.g. **** ******** *******, or ******* *** *** for * **** ** alerts ** ** ****** up ** ******* **** Dropbox ** ****** *****.

** ********* *** ********* in-house, ***** ** *** of **** ****** ********* tools (*.*. **********, ***, MobileNet) *** **** * lot ** ************ ** make **** **** **** for **** ******** ***** on ** ********** ***** of ********.

***** *** :)

*** *** ****** ******* the *** ** **** box, ** **** ** have ** ****** ******* your *****?

*** *** **** ****** to **** * ****** connection **** **** ******* device ** **** ***. The ***** ** ******** in ***** **** ***-************** and ******* ** ** this ********** -- *** once *** ********** ** set **, ********** ** going ******** **** **** app ** *** ***. On **** *********, * direct ********** ** *** possible *** ** *** way *** ***** ******* is *** **. ** that *******, **** ** sent ******* * *****. All **** ************ (****** or ***) ** ********* in ******* *** *** relay, ** ***, *** no ****** ** *** decryption ***.

** *** *** ** the **** ******* ** the ****** (** *** a ***) *** *** also ******* ******** ** the *** ** ** the ** ******* ** the ****** *** **** in **** * ***** account. **** *** ** this, ******** **** ******* a ***** ******** (*.*. sharing ** ******* ** Google *****) *** *** available.

* ****** **** *** detection *****, ** *****, were **** ***** ****** white ***** ******** **********. How **** **** *** analytics ******* **** *** cameras *** ** ** mode?

** (*.*. ******) **** not ********* ****** **-**** testing. ** ***** *** expect *** ******* ** be ************* ***** ** IR-only ********** ** **** as *** ****** ********* at ***** * *** and *** ****** *** clear, *.*. ***** *** white ** ***** ****** not ***** * *** difference, *** ***-******* ***** coming **** *** ****** could ********** ******* *********.

***********, ********* ** ****** and ******** *** **** reliable ** ****** *********** use ** ********** ***** the ****** ** ********** lit ** *** **. In ****** *****, ******** are ******* ********** **** headlights ******** *** **** of ******* ***** ** wrong ** ********** *** all *** *** ****** make ***. ** **** not ****** ******** ******* without ********** ** *****. We **** **** ****** of ******** ** ********* animals ***** ******** (********* one ******* **** ******* on *** **** ****) but **'* ****** ** know ******* *** *** being ******.

**** *********** ******. * was ********* ****** ** this ** ******** *** Camect + ******** ************. I ***** **** ** beta **** ** *** are ******* *** **** people ** **** **** program.

**** ***** **** * great *******! **** *** did * ******.

**** ** *********** ** me ** **** ** works **** ****/****/**** "*****" cameras. *****, ***** ******* do *** ****** ** RTSP ****** **** *** can **** ***** ****. It's * **** ***** that ****** *** ********* their ***** **************. * also ****** **** ***** 800lb ******** **** ** sending ***** ****** ** lawyers **** "*** ***'* do ****" *******. ******** once **** ***** ****** their ***** ************ *****.

**** ****, *** ***** comes ******** **** *** camera, *** *** **** and ****, ***** ** no ****** ***** **** to *** ** **** the *****, *.*. *** video ** ***** ** the ***** *** ****.

**** *** **** ******* is * *** *** Nest *** **** ***** to *** *** ****** without ****** ** *** new ******* -- *** if ****'** ***** **** the ******* *** *** user **********, ** ********* that **** ********** ****** to ** ******* ** eliminate *** ********** ** the *****, ******* **** our ****** **** **** them *** **** ********** and ******* *** ** their *** *******.

** ****, ** **** been ******* * ******* systems ** *** **** market (*** **) ***** about *** ****. **** rely ** ***** ********* and **** *** **** challenging ** ** ***** agree **** **** ******** of ********** ** *** edge. **** **** ********* via ********. ** ********* install *** ** ******* back-to-back ***** * ******** fence ** **** * perimeter. *** **** ** to ******* * **** high ****** ** ***** movement ********* ** ****** breaching *** *********. *** cameras *** ********* ** about ** ****** *** at *** *********. ** find **** ** *** distance ** * **** night, ********* ******** ** both ******* ** **** inconsistent. *** **** ** to *** **** *** sweet **** ** **** vs ********. ** ***** be **** ** ******* you **** ****** ** our ******* ** *** how ****** ******** ******** to *** ******** **** systems.

** "** *******" ** you **** ******* ** cameras **** ** ****, or ** *** **** thermal *******? ** *****'* done ******** **** ******* cameras ** **'* **** possible *** ***** **** not ****. ** *** case, **** ** * note (****@******.***) ... ** *** hook ** * ****** or *** *** *** whether *** ******* *** do ********* ****** *** you.

** *** ******* ******* drive ***********/***********? * ******* on *** ****** ******* FAQ, **** **** *** can *** ** ******** drive ** *** *** extra *******, *** *** just ******* ***** *** onboard *******.

***, *** *** ******* or ******* ** ******. (There's * ****** ****** panel ** *** ****** of *** ******. ******** two ****** ******* *** drive *** ****** *** to ********** *** ****** it.) ***** *** ******* it ***'** **** ** format *** *** ***** from *** **.

** *** **/** ** what **** ** *********** of *** ******* ******* drive? ****'* *****.

***. *** ****** *** a ***** ******** *** that ***** *** **.

*** **** *********** ** also ********** ********** (** moving *** ******* *****) from *** **** ** the **** ** **** in *** ***** ** a ******* * *******-********* customer *** **** **** their ***** *********** *** send *** **** **** to **.

**** *** ** *** I ****** ******* * field ********** **** *****? A **** **** ** about ***. ****** * sled ***** * **** can ******* ***** **** much ****** ***** **** appliance.

** ** ***** ** all *** *** ******* iteration, *** *** *** up ** ** *** 3.0 ******** **** ****** to **. (** **** supports ******* ** * NAS, ******** **** ******** doesn't ****.)

*** ******** ***** ********* on *** *****, ***** like ****** ***** *** caused **** ******

*** ****** ******** *** yet? *** **** ******** or ********** **** *****?

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

(** **** **** ** our ***** *** *********** to **** ****** ... )

** **** * *** hundred ****** ***** ***, and *** *** **** some ** *** ******** unsolicited ************, **** **** * link ** *** ******** public ********** **** ***** it ****.

** *** **** ******** things ***'* **** ** know *****, *'* ***** to ******, ** *** could *** ** *** user *****, ********** **** the ***** ****, *** also ****** *** ******.***.

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