Oddity.ai "Violence Detection" Profile
Dutch startup, Oddity.ai, specializing in "violence detection", alleging "4x more incidents caught" on its homepage, and superior to competitors.
IPVM interviewed COO Nick Mulder and CTO Gerwin van der Lugt and in this report profiles Oddity.ai including:
- What is "violence"?
- What are the processing requirements?
- What integrations are available?
- Pricing
- What is the claimed specific accuracy and false alarm rate?
- Outlook
Oddity.ai: ********
******.** ** * ***** *****-**, ****** in **** ** * **********,****** ******(***),**** ******(***), ********* *** *** ****(***) **** ******* ********** ** *** Netherlands (******#** ******** ** ** ****), ***** **** *** ******** ***** master's ******* ** ******** ***********.
******'* ** ** ** *******, ***********, and *** * ***** ** ** employees, *** ***, ******. **********'* ************* ** *********.
**********
****** ** ****** ** * ** firm *** ** ******** *****, ****** told ****. ***** *** ************* ** the ******** ******.** *** *** *********** rounds, **** *** ****** ****** ** February ****.
*** ******* *** *** ******** *** amount ** ******** ******* *** ********* that **** ** *** ***** *** dedicated ** *&*, ** ****** ** an "*&* ***** **** *******", *** Mulder.
*******
******** ********* ** *** **** ***** of *** *******, *******, ****** ******** that ***** ********* *** ** ******** to ****** "*** ***** ** [*********] behavior", *** *******,********** *****-****.
*** ******* *** * "****** **********" of ******** **** ********* * "**** visible, ********** ****** *** **** ** least ******** ******* ******* *** *******" must ** ******* *** ** ***** to ** *********, ********* ******'* ***.
******.** ****** * ****-***-**** "******** *********" analytics, ** *** *******'* ********* ***** describes:
No *** *********
*******, *** *******'* ******** **** *** include *** *********, **** *** ******* telling ****:
** ******** *** ******** * ******** thing, ******* ** *** *** ********** an ********* **** **** (*** ********) you ***** **** ****** ********* ** different ********** ** ****** **.
**** ** ****** ** ** **** of ** ***** ** ****** ***** gun ******** ** **** ****** *** a ******* ********** *** ********* ** users.
********
****** ****** **% **** ******** ********* (i.e. ** *** ** *** ****** will ** ********) *** *.* ***** alerts *** *** *** ****** ***** "not **********" ************* (** *** ** mounting ******, ******, ***.).
*******, *** ******* ********* **** *** false ***** **** ** ********* ****** indoors **** ******** *** ******* ** the ***********:
*** ******* [***** ***** ****] ** about *.* ***** ********* *** *** per ******, *** ** ****** ******* on *** *******. ** ******* ******* is * *** ****** ******** ** outdoors. *** ** **** ******* ** you ** ****** **** **** ********** sites, **** **'* *** ****. *** for * ********* *******, ** ***** be *** **** *******. ** ** usually ************ ** *** ***-**** *****.
"4x **** ********* ******"
****** ****** ** *** ******* **** with *** ********** ********* *** ***** 4x ****** ** *********, ** ***** below:
*** ******* ********* **** ***** *** the ******* **** ***** ***** *** pilots *** *** ******** ** ************ video ************ (*.*., ******* ******** ********* analytics) *** ********* ********* (*.*. ****** calling *** ****** ** **** *** a *****). ******'* *** **** ***** that ** **** ** ***** ******* deployments **** *** **** ****** ***********.
**********
****** **** * *****-***** ********, **** includes ********** *** ******* *** *** like "**** ** ********" *** ********** of *** **********, ** *** ******* elaborated:
** [******] ****** *****, *******, *** example, ************, *** ** **** ******** layers ** *** ********* *** ********* more **** ***** *****.
** ** *** ** **** ** algorithm **** ******* ***** ********** ****** separately, ****, **** ******** *******, *** bits ** ********, *** *** **** tries ** **** ** * ****** level ****, ****, ** *** ******* of **** ***** *******, ***** ***** be ******* ****** **** ******* ****** or ** **** ****** ******* ********, the **** ** ***** **** ***** to ** **** ** ** *** surveillance ******? ** **'* ********* ** looking ** ** **** ********* ******, different ****** ** ***********, ** ***** to *** *** ** ***** ***** positives
********, ** ********* **** ****** **** not *** * **** ********** *** violence *********, ****** **** ********* **** do, ********* ******** ********* ********* ****. ****** ******** **** *** **** estimation ******** *** ******* ************ ***** challenging ********** (**** ********, ***** ******** from *** ******, ***.), ** *** explained:
**** ********** **** *** *** *** specific *** **** ******'* **** ** people **** *** *** *** ** the **********. *** *******, ** **** that *** ********* ** ****** *** kinds ** ******* *** *** *** for *******, ** ********* ** **** people *** **** *** **** ** in *** ********** ** *** ***** then ******* **** ********** ****** [****] not **** ** [**] *** ******* enough. ** ***** **** ***'** ********* losing * *** ** *********** ** you ******* *** ****, *** **** do **** ******** ***** ** *** poses.
********
****** *** *** **** **-******** *** in *** *****, *******, **-**** ********** is *** ******** ** *** *******'* installations, ** *** ******* **** ****.
*** ******* ******** ****** ****, *** one *** *** ******* "******* * and **" ******* *** ****, ** Oddity's *** *********:
** ******* **, *** *******, *** amount ** ****** **** *** ******* in *** ****, *** ******** ** the *****. ** *********** **** ********* characteristics, *** ** *** ** ******** between **** ** ** ******* *** GPU
*** ******* ***** *** ******* **** preinstalled ****. ** *** ***-**** ***** an *******, *** ******* **** ** additional *** ** * ****** (** case ***** *** ** **** ********* slots *** ********** ****)
*** ******* ** **** ******** ******* its ********* ** ****** ********, ** Oddity's *** **** **** **** ******** tests **** ******* *** *** **** believe **** "**** *** ******* *****" to ******* *** ********* ** ** acceptable *****, ** ** ****:
** [******] ** **** **** ** a ********* ** ******** *** **'** actually ******** * *** ******* **** to *** ** ***** *** ** will ** *** ***** **** * think ** ******** ***** **. **** we **** **** ** *** *** an ******** ** ********* **** ** as **** ** *** ******* *** on *** ******, **** ** ****** that **** ** ** ******. *** to **** ***, ** *****'* **** able ** ** **.
************, *** ******* **** **** **** their ********* *** **** ** ******* as ******** **** *** *** ** implemented ** ******** *** *****' ********, however, ******'* *** ********* **** **** try ** ******** **** ************ ** the *******'* ******* ** *********** *** deployments.
Can ** *****, *** **-**** *********
****** ********* ** **** **** ** could *** ** *** ***** ** well *** *** ******* *** *** active ***** ************, *******, *** ******** of ***** ********* *** ******** ** have *** **** **-******** *** ** data ***********.
Edge ** *** ** ******* *****
****** **** **** **** **** *** multiple ***** *********** **** ********* ******* on *** **** (*.*., ******), *******, the ******* *** *** ********* **** the ******* ** *********. ******'* *** clarified **** **** *** ***, *** company ******* ** **** *** *** developments ** *** ******** ** ***** for *** ******** *********** ** *** analytics, ** ** ****:
** ***** [********* ********* ** ****] twice *******. *** ** *** ****** trying **** *****, *** *** ******** two *****, ** *** *** *** a **** ****** ********* ******* ** the ******. ** *** *** ** course **** **** **** ********* ** get ****** ***********, *** ** ****'* feel ********* **** *** ******* *** still *** ******* **** ** ****** it ** ** ***** ***** *************. So **'** **** ********* **'** ******* for *** ******** ** *** ***** and ********* ****** ** *** ****** a ****** **** *** **** ** able ** *** *** ********* *** then ** ******, ****'* ********** **** I **** **** *** ****** ** going ** **
*******
****** ***** *** ********* *** ****** per *****, *** *** ****** ***** from $** ** $** *** ******, according ** ******. *** ****** *** volume-dependent *** **** *** **** *** of ******** ********. ** **** ********* that *** ******* ****** ** * contract ** * ****.
******** ** *** ******** ** *** pricing *** *** *** *** * server *** $**,***-$**,*** ********* ** *** number ** **** ********.
VMS ************
****** ****** ** ** ********** **** a ****** ** ****** **** ***, including *********, *******, ***** ***, ****, Bosch, *** ************, *** *** *******'* website.
*** ***** ***** ***** *********** **** Milestone:
*********, ******* *********** ** ***** *****:
Low ***** ***** **** *****
*** "**** *****" ***** ***** ****, per ******'* ******, ** **** ********* them **** *** ***********, **** ***********(*******'* ****** ** *********) *********.**(*******'* ****** ** ******.**), ** *** ******* ******* ** IPVM. **** *** *** ****** ******'* performance *** ****** ****** *** ******** of *** *********. ********* *** ******* to ***** **** ** **** *** product ** ****.
******'* *** ********* **** **** ******* such * ***** ***** **** ******* the ******* ******* ****** ** ******** detection ******* ** ****** ***** ******** to *** *********:
**'** ********* **** *** ***** ******** rate ** **** ***** **** *** example *********. ** ******* ** ****** are ********* *** ** ****** **** and **** ******** ***** *** **** adding ******* ******* ****, ****** ******* anomaly ***** *** ** ****** **** to *** ******** ** * ***** where ** ** ** ****** ******** product **** *** *** *** **** even **** ******** ** ***** ** cameras. *** ** ** **** **'** basically ******* ** * *** ** R&D ** **** **** **** ***** algorithms ******* * **** *** ****** of ***** *********. ** **'** *** in *** ******** ** ****** ********* to ********* *** * ******, ****** number ** ******** ** *** **** on *** *******, *** **'** ** the ******** ** ******* ********.
Customers ** ******; ***** ******* ** *** ******
*** ***, ****** ** ******* ** the ******** ****** *** ** *** long-term ***** ** ****** ** ***** America ** ****, ** *** ******* told ****. *********, **** **** "** large *********** **** ********* ******* ** to *** ******* ****" ****** *** Netherlands, *******, ******, *** *** **. The *******'* **** *** **** ** to ****** *** ****** ** *********.
******'* ******* ********* *** ****** ***********, psychiatric *********, *** ***** ************ *** "semi-public" ******** (*.*. *********, ****** **************, etc.), *** *** ******* ******.
*** ******* *** ******** ***** *********** in *** **, *******, **** *** not ****** ** ****** **********. *** company ***** ** "***** **** ** our ****** ***********" *** ***** ** expand **** *** ** ****** ** the ****** ** ****, ** ****** told ****.
*******
************, *****-***** ****-** ********* ********* ********* to ****** **** ****** ***** (******** is ** ********* ** *** **** non-camera ************ ** *** ******** * video ********* ******* ****** **** **********). ********, ******* ****** ** ******** is * **** ****** ***** ** Oddity's ************.
************, *** *******'* ***** ** **-******* run ********* ****** *** ******, ** more ********* *** ********* ** ***** or **** *** *********.
** ** *** ***** ** ******* the ****** ** *** *******, *** cementing *** ******** ** *** ** will *** *** ******* ** * favorable ******** ** ****** **** ***** markets. ** **** *******, *** ****** of *** ******* **** ** *******.
**** ***** ** **** ****** *** certain ********* **** ** ***** ******, bar/restaurant, ******** *****, *****/**** *****, ***.
* ***** ****** ********* ******** ********* once ** ******* **** ********. ** would ** **** ****** *** **** any ********.