Background *******
******* *** ******* ** **** ** 3 ****** ********** ***********, ************ ******* [**** no ****** *********] (***) ******* **** ******* [**** no ****** *********] (***) *** ******* ************* [**** no ****** *********] (***). *** ******* ******* out **** **** *******, *** ******, and ***** ****** * ***** ** ~$15M ** ******* **** ****** ******* frameworks ******** *** *** ** ***-***** GPU's. ***** *** *** ** ****** devices **** ******, ******** *******, *** consumer *********** **** ********-****** ************ ********** unavailable ** ***** ********** *** ** size, ****, ** ***** **********.
*** ******* ******* ~** ****** ** its ****** ************, *** ******** ** them ** ***********/*&* *********.
Edge ******** - *** **************
*******'* ********** ****** **** ******* ** be *********** ******* ** ****-**** ** new ****** *******, ********* **** ***** typically ******* **** ******** *********** ********** resources, *** ********** **** ****** (*****). Neurala refers ** **** ********** ** ** LDNN, ** ******** **** ****** *******.
**** *******'* **** ******** ** * video ******, * **** *** ******* video ** *** ******, ********* ** object ** *** *****, *** ***** the ****** ** ********* ****** *********** of **** ******.
**** ********** ****** **** ***** "**** learning" ********* ***** ********* **** ******* understanding ** ******* ******* *******, *** are ****** ** ***** ** ******** new ****** ***** ** ********** ******* the *** ** *********** *********.
Nvidia ************
*** ****-***** ******** *** *************** ** ******'* ****** ***. ******* ** **** **** ********'* ********* *******, ******** ** **** ****** ******* companies **** ******* ****** ******** *** deep ******** ************.
Motorola ****
******** ** ***** *******'* *********, ********* an *********** *** *********'* $*** ****** *** **** ** *** *********** ******* the *** *********. ********'* ***** ******** ******* *** ******** ** **** ********* ** AI/DNN ************, ******** *******'* ******** ** run ****** ***** *******.
Bodycam ************ ** ******* ****

** ********* *******'* ********** ** ********, *** ******* *** ** *********** trained ** ********* ******* ** ******* of ********, ******** *** ******* ******** or ********* **** ** ******* ** appearance. ******** ********* ******** *** ******* "showing" *** ****** ****** ** *** person/object ** ** **** *** ********. A ***** ***** *** ** ****, or * ***** **** *** ** used (**** ** **** ******** ******** footage, ** **** *******), ****** **** accurate ******* *** ******** ** ***** a ****** ** ****** (***** ** video) ******* ** * ****** "*******" style *****. *** ******* **** ********* the ****** *******, ********* ** * period ** * *** *******, ** create ** ******* ******* ** *******, which ** *** **** ********* ** live ***** **** **** ***** *******.
*** ********* ****** *** ****** *** also ** **** ** **** ********** on ******* ** ******* *********** ** an ******* ****** *** ****** ** their *****. **** *** ******* *********** with ********** **** ** *** ***** an ******* ****** *********** ******* *****, groups ** ******, **********, ***** ********, street *******, ***. **** **** *** be **** ** ******** ****** ******, or ***** ***** ****** ****** *** municipality.
Surveillance ************ ** ******* ****
***** ************ ******* *** ********* ** not **** *** **** ********* ********, and *** ********* ** * ********, ***** has more ********** *****, *** **** *** edge-learning ****** * ****** ****** ** reduced. *******, ******** ********* ***** ****** low-cost ***********, *** **** *** ***** resources, ***** *******'* ********** ** ********* could ******* ************ ******* ** ***** listed ** *********'* **** ******** ********,******* ********* * ****** **** **** NVIDIA. **** ** ******-***** ********* **** more *********, *** ******* ** ** dynamic ******** ** * *** **** reduces ******* ************ *** ** ********** to ******** **** ***********.
***** ******* **** ****** ****-***** ********* capabilities *** ****** **************, * ****** of ************* **** ** ********, ****, Hanwha, *********, *** ******, **** ******* begun ********* ******** **** ****-***** *********, making *******'* ******** ** **** ****** of ***** ******** *** *** ************ market.
Upcoming ******* ** **** ******** ****
******* ****** **** **** **** ******* a ******** ****** **** ****** ****** training **** ** *** ****** ** be ******** *** ****** ** ***** devices ****** *** **** ************. **** would ***** ** ***** *** ******* their **** ****** ** *** ********** of * ****** ** ***** **** custom ******** **** **** ***** ********.
Looking *** ******** ******** ********
*** ******* ****** **** ***** **** to ******* **** ******** ******** ************* to ******* *******'* ********** ** ***** products. **** ***** ****** ****** *** appropriate *** ** *** ******, *** then ********* *******'* ********. *** *** requirement ***** **** **** ************* ***** need ** ****** *** ******** ******* for ******** ******* ***** **** ****** to ****** *** **********.
Challenges *** ******* ** ********
***** *******'* ********** *** ** ********** for ************* ** ******** ******* ************, adding even ***-*** *** ************ *** ******** street ****** ** **'* ** *******, which *** ** * *********** ******** of ***** *** **** ******* *** recorders. ************, ***** ************* **** **** ******** to **** ** *** ******** *** core ******** **** ** *********, ********** instead ** ****** ***** *** ******** as * ***** ** ***************. *******, mid-tier ******* *** **** *******'* ********** *** offer **** * *** ** ******* DNN-enabled ******** ******* ****** ** ****** heavily ** ***** *** *&*.
Comments (2)
Shannon Davis
This is really cool and really scary at the same time. Sometimes being in this industry is absolutely amazing and sometimes you have to step back and say, Did I really just do that? Referring to making big brother even more powerful!!
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