The Impact of Generative AI On Video Surveillance

•Published Jan 02, 2024 14:30 PM

Generative AI use has exploded in the last year, most notably ChatGPT, which is driving interest in AI within the security industry (see integrator top 2024 trends). But how will generative AI actually impact video surveillance?

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In this report, IPVM examines six key areas in natural language and image processing that will impact physical security, explaining why caution is important to understand what can truly be done and in what time frames.

Executive *******

***** *** *** *** ***** ** which ********** ** **** (*** **** not) ****** ***** ************, ** ***** of **** ********* *** **** *********** impact:

********** ** **** **** ****** ****** / ****** ** *********** ***** ************ analytics ******** (*.*., ******, ********, *******) as ***** ********** **** ******** ** use ******* / **** ******** **********.
****** **** ** **** **** ** AI ********* **** *** ********* ******** by ********** **, ******* ********** ** not *********** ****** ******** ****** ********* better.
********* *******: ************* **** **** *** AI ******** *** ********* ******* ***** on ****, ********* ******* ********** ** the **** *** *****. **** **** improve ******** ************ *** ****** ********** (see********* *** "**** ******* ** *********")
********** ** **** ******* ****** ** processing ******* ******** *** ********* ******.
********** ** **** ******* ***** *********, like ******** ********, ***, ** ********* a ********** ************* ** ******/******.
********* ****** **** *** ********** ** to ****** **** ****** / ****** with **** *****, ******* ************* ** prioritize **** ***** *** ***** ******* authenticity.

Generative ** ** *** ** ******

** ****, *** ********* ** ******* and ***** **** *** ****** * shift ** *** ** *********, **** large ******* ** ********* ** ***** technologies (************ ***** *********, ************-****** ********** **** OpenAI, ******* ** *******). ** ******** ****, **** ***** launching,****** ************ ******* ****** ****** *****:

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**** ***** ****** ****** ********, ******** a ********** ******** ** *** ***** of *********, ********* ***** ************.

Buyers ********

***** ********** ** **** *** ******** improve *********, *** ********* ** ******* from *** ****** *** ********* **** help ***** ********* *****. ****** **** be **** **** *** ********** ** AI ********* ****** ******* *****, ********* physical ********, ****** ** ****** *** analytics ********* ** **** ***** ********.

Large ******** ****** *** ********* *******

************* **** ******* ********* ******* ** the ****** ***** ** ********* ** ChatBots ***** ** ***** ******** ****** (LLMs). ***** **** **** *** ****** manufacturers ** *** ******** ****, ********* support ********* **** *** ******** ******** that *** ******* ******* ********. **** integration **** ******* *** ********** ** support ********.

** ******** ***** ** ****, **** their ************* *** ********** ************, *** designed ** ******* ****** *** ******** responses ** ******** *******. ****** *********** support *******, ***** ** ******** *** handle * **** ***** ** ********* simultaneously, ******** **** ***** *** ************ the ******* *******.

********** **'* ********** ** ********** *** respond ** * *****-**** ****** ***** them **** *****-****, ********* ** * better ******** **********. *** **/* ************ of ** ******** ******* *** *********** of *********** ******* *****, ******** ********** at *** ****, ***** ** ************ beneficial *** ************* ********* ****** ********* time *****.

*******, ** ** ********** **** *** initial ******** ** ***** ************ **** will ** ******, ********** ** **** cases **** ***** ********* **** ******** users *** **** ******* ******* ********** and *********** ** *** ************* ** handle ***** *********.

** *** **** *******, **** **** **** *** ********** AI **** ** **** ****** ****, especially *** ***** ************* *** *********** customer *******.

** ****, ** **** *** ********-******* applications ****** ***** ** *** *** of **** *** ********** **. ***** will ****** *******assistants *** *********, helping them more accurately and efficiently interpret what is happening in a scene, and as interactive ******** *******, providing more useful and actionable responses ** ******* **** *********. [emphasis added]

*******, **** ** ************ ******** ***** adopting ***** ************, ***** *** ******* risks ********. **, ** **** ** important ** ***** *** ******* (** not) ****** ************* **** *** ***** bots.

Not ********* ********* ***** *********

*** ***** ** ****** ********* ******** is **** ***** ****** **** ***, at ***** *** *****, **** *** major *********** ** *********** ***** ********* accuracy (*.*., *** ********* ******, *****, license ******, ****, ***.).

***** ********** ** / ****** ********* models **** * ********** ************* ** images *** ******, ***** ********* ************ are **** ****** **** ***** ** the ******* ********** ****. ************* ****** networks (****) **** *** ***** ********* already **** ***** *********** ** ********* people / ******** / ******* *** have **** ********* *** ******** ************ like ****** *********** *** ***. ********** AI ************ ** *** ****** ***** analytics ******** ** *** ***** ****, as **** ** *** ****** *** fundamental ********** ****.

Transformers *** ****** ********* ******

*** ************ ** ****** ************ (****) represents * ********** ****** ** ******** vision **********, ****** **** **** *** long-standing *** ** ************* ****** ******** (CNNs). **** ******* ******** ** ********* global ***** ********, * ************* ******** to ****' *********** ** ********** ***** image ********.

*** *********** ** **** *** **** can ****** *** ***** ********* ************, particularly ** ***** ************* *** ********. The *** ** **** **** **** can ****** * **** ********* *********** process ** ********** ****** ******** *** training, *********** **** ******** ********** *** automatic ******* ******** ********, *** ********* the ******* ** ************ ********.

**** ***** ** ******* * **** detailed ****** ** ****** ********* ************ and ***** ********** ** ************* ****** networks ** ** ******** ******

Development *** ****** ********

***** ********** ** *** ********* * lot ** **** ** ****, **** expects *** ******** ** ****** **** in ***** ************ ************ **** **** at ***** ***** *****, **** **** early ******* *** ******** ********* ****** and **** ********** ******* ******.

*** **** **** ***** ** *** developing ***** ************, ******** ** ***** incorporation **** ******** ********. ** ****, the ************* *** ******** ** ********** these ************ *** ****** ** **-**-****** activities, ********* *** *** ************ ** these ************ ** *** ******* ******. By ****, ** ********** ****** ***** products ******** ** *** ****** ** early *********, *** ***** *********** *** application ****** ** ** ****.

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Improving ***** *********

***** **** ******* ***** ********* ** keep ********* ******* / **** ******** models *** *********** ********* (******, ********, objects, ***, ***.), *** *** *** other ********** ** ****** **** **** provide * ********** ************* ** ****** and ******. ** ************ *********** ***** analytics *** **** **************, ***** *** evaluate ***** ******* *** ******** ******** and ******.

***** *** **** ** ******* **** will ** **** *** *** **** few *****, ** ********* ****** ***** traditional *********, *** ***** *** ** managed ** ****** ***** ****** ** raise ****** ** ******** ******, ********** them *** ***** ******** ******.

Improving ****** **********

********** ** *** ***** ******** ****** (LLMs) **** ******* ****** **********. ******* companies **** **** ****** ** ********* natural ******** ********** **** ***** *********; however, ***** ********* ********* *** **********, requiring ***** ** *** ******* *** specific ********, ******** *** ********* **** (see***** *** ******** "***** ***** ******" Tested,***** ******* ******** ********** ******). **** **** **** *********/******** ****** easier **** ***** ******* ******** ********** capabilities, ********** ******** ********* **** **** user *******, ********** ** ******** ** grammar.

Artificially ********* *******

*** ********** ** ************ ***** ********* actors ** ****** **** ****** *** videos ******* ******** **********. ***** *********, generated ** ********** *********** ********, *** becoming ************ ***************** **** ******* *******, posing *********** ********** ** ***** ******* from ******** ******** ** **************. *** ability ** ***** ** ******* ** manipulate ****** *** ******** ******** **** high ********* ****** *** *** ******** of ********** **** ******* **** *** be **** *** ********* ******** **** as ******** *****, *****, ** ************** campaigns.

** ******** ** **** ********** ******, manufacturers **** ** ****** ** ********* robust ******** ********** ** ****** *** integrity *** ************ ** ***** ******* from ******** *******. **** ******** ********** and *********** ******** ************ ******* **** utilize ***** ********** ********** ** ****** digital ******* ********* *** ***** ** manipulation. ** ****** ***** ************, ***** systems ******* ******* ******* ** ***** files, ********* *****-***** ******* *** ********.