Startup Digeiz Reidentification Video Analytics Profile

By Sean Patton and Zach Segal, Published Jul 20, 2020, 10:41am EDT

French Start-Up Digeiz is marketing 'shopping centre analytics' with, most notably, person re-identification, so if a shopper moves from one part of the mall to another, Digeiz claims to be able to track them, without using facial recognition.

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We talked with the CEO, Nicolas Bouvattier, to learn more about their product, their current and future market, and their stated Market-1501 score of 98.4%.

Inside, we review:

  • Who is Digeiz
  • What Analytics Does Digeiz Offer?
  • What differentiates them? And who do they view as competition?
  • What is their current market? And how are they expanding?
  • What Is Digeiz Go-To-Market?
  • How Much Does It Cost?
  • What is their purported Market-1501 and what does it mean?
  • How Is Their AI Trained?

Company ********

****** **** **** *** an ** ****** (* engineers) ****** ********-****** *****-**, founded ** ***** ** Pierre ** *********, ******* Bouvattier, *** ****** ********* in **** ****** *** startup ****** **************. **** advertise:

*.* ******** **** ** UNIT ***** ********** (+**%), ACCURATE *** **** *********

****** **** ** **** they ***** ****** ********, traffic ************** (********* *********: gender *** ******* **** more *******), *** ********; claiming **** ** ***** on ****** **-************** (***** we **** *** ******), compatible **** *** ** camera. ********* *** **** to ****** ******* "******-**-*********" to *****, ** * camera's *****. **** ****** customers ** ***** *** camera ***** ** **** into ******** ***** ** be ******* **********, ** well ** ***** ** be *******. ** ********, Digeiz **** **** **** their ************** *** *** ability ** **** **** security *********** ****** *******.

**** ****** **** ***** current ********* *** *** malls, ** ******** **** has **** *** **** by *****-**. ****** **** us **** **** *** working ** *** ********-******* products ********* ** ***** governments, ******** ********, ********, and ************.

**** **** ** **** for *** ********* ** work, **** ******~*****/******** ** ** ** pixels ****. ****** ****** that **** ********* ******* NVIDIA **** *** **** all ***** ******* ******* use *******.

*** ***** ********* *** centralized, ******** **** ** perform **** ******* ********* than **** *******. ****** told **, **** *** to ****, *** ********* limitations, ***** ********* *** servers, *** ** ** cloud **********. **** ********* work **** ****** ***** and ****** **** *** GPU *** ******* *-* points ** ***********. *******, Digeiz ********* **** **** are ******* ** ********** efficiency.

*******

****** ********* **** ********* can ******* ***** ** Cameras **** *** ******** and **** ****** ******* areas ** ******** ** monitor. ***** ****** ** youtube, ******** ********* ***-*****. In**** *******, *** *** *** one ****** ******** ****** at ******** ****** ** measurement.

****** **** **** **** they ***** ********** ******** to *********, ** ***** to **** **** **** utilize ***** ********. **********, they ****** **** **** help ********* ******* ****, visualize **, *** **** utilize ** ** ****** takeaways.

****** ****** **** ****** other ********* **** **** density ****** *** **** limits, **** *** **** to *** ********* ** large *** ***** ****** of ******. ***, **** emphasized **** **** ** not **** * ******** product, *** *** ** help **** **** *********, sales, *** ********** *********.

******

****** ****** **** **** currently ***** * ** the *** * **** operators ** ****** ** customers *** *** **** euro ** ******* **** year. **** **** ** that *** ******** ** their ******** ** ** France, *** **** *** looking ** ****** **** other *********; ** **** as ********-***** *** *****.

****** **** ** **** they **** ******* ** large *********, *** **** on ********* ********* *** smaller ********* ** *** future.

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Market-1501 *** ********

****** ********** ***** **-************** as ***** ******* ******** and **************, ******** ** have * ****** ***** (98.4%) ***** ******-****(* ************ ******** **** for ****************) **** *** academic ***** ********* ** the ********. **** *** not ******* ***** *******, so ** ***** *** verify ****.

*********-****, ** * ******* taken **** ******** *******, benchmark ** *********** *** grading ** **-************** **********. Groups *** *** ************ set ****** ******* ***** algorithm, ******** **** ** compare ***** ******* **** others.** ** ******** ********* for ******** ****. ****** claims ** **** * score ** **.*%, ***** is****** **** *** ******** paper**** **** **** ** find.

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Interpreting * *****

**.*% ****** ** ****-*. Rank-1 ******** ***** *** probability **** * **** match ******* ** *** first ********.

*******, **** ** ** academic **** **** ******* real-world *************** *** ** the **** ** ****/********** constraints *** *** ***** of *******, ***** ** much ***** **** *******-******* CCTV.

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

****** ********* **** **** also *** * **** using ****-***** **** (****-******* cameras **** **** ****** instead ** *** ****** to **-** ******-**** ******). Digeiz **** ** **** achieved **% **** * accuracy (* **** ***** was ** *** ***** returned **** **% ** the ****) *** ***% rank * ******** (* true ***** *** ** one ** *** ***** 5 ******** ****** *******, every ****) ** *** 130 ******* **** ***. We **** *** ******** these ******.

Algorithm ******

****** **** ** **** they *** * ******** neural ******* *** ********** recognition *** ********** *********** neural ******** *** *** rest ** ***** *********. They ****** **** **** use **** ** **** components *** *********, ***** lets **** *** ******* pieces ** ******** *** easier **-**************. **** **** makes **** *********** ****** to ******. ****** ********* that ****-**-**** ********, ***** with ********** *** ******** and *********, *** **** track ******** ******* ******* someone’s ****. *******, **** told ** **** ** also ***** **** ** someone ******* *** ** the ****** ****, ******’* software **** *** ** able ** **-******** ****.

NVIDIA ********

****** **** ***** ********* require ****** ********, *** they *** ******** ** the *** **** ** used. ****** **** **** that ******* ******* **** support *-* ****** ** interest *** ***, ***** costs ~$*,***, *** **** they *** ******** ** optimization. **** *** **** of ******’* ********* ********* (but **** *** ******** funding **** ******).

****** **** **** **** they *** ****** ** decrease * *** ****'* server **** **** * to * ******* ** the *** ** *** year.

******** **** *** ******* to ******* * ***** solution, ****** ********* **** it ***** ** ****-*********** because ***** ******* *** case ******* ******** *******, as **** ** ********* prohibitive. ** ********, **** stated **** ******* ******* would ** ********* ** navigate *** ** ***** companies ******* ** ******** GDPR **********.

****** **** ** **** using * *********** ****** allows **** ** ******* more ******** ********* **** edge *******.

** ********, ***** ****** told ** **** ***** product *** ** **** out ** *** *** due ** ***** ******* training ****, ****** ********** retraining ** **** *** deployment *** ****** *******. Digeiz **** **** **** this ** ********** ********* for ****** ********* **** are *** *****, *** they ********** **** ********** is **** *** ****.

COVID-19 ********

****** ********* **** *****-** has ****** *** ************ of ***** ******* ****** a ******** ******** *** airports, ********, ******, *** other *** *********.

*******

**** *** * *****-***-**** subscription *****. ****** ********* that * ******* ******** pays ******* ***-*** ***** a ****, **** * typical **** ********** *** points ** *********** (~**-** storefronts) ****** *** ****. This ** ** **** with ******* ********* *********.

Partnerships/Future ****** *****

***** **** ********* **** directly ** *********, **** are ** ***** **** integrators *** ***** *** as ******-*** *** ****.**** ***** **** ********** with * ***** *** would **** **** *** ability ** *****, *** view ***** *****-*** ** their **** ****** ***********.

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

******, **** ********* ** ****** ***** analytic ********, **** **********, ** they *********** **********. **** beyond *****, *** ***** number ** ******** *** the ******** ************ ** upselling ******** ***** ** new ***-** ********* ** challenging.

** *** ******** ****, the ******* ** ********** people ****** ******* ** one **** **** ***** security ***** **** *********.

Other **-************** *********?

** *** ********** ** tracking **** ** **-************** providers. ** *** **** of ******, ***** ** the ******** ** ***** us ** ****@****.***.

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