Problems With Vehicle Make/Model Analytics Tested

******* ****/***** ********* *** ******** **** common ********* *** *** ******* ********* analytics, *** **** ****** **** ** found?

** **** ******, ** ******* *** various ****** ** **** **** **** testing ******* ****/***** *********.

**** ****** ** ***** ** *** testing ********* ****** ***,******** ***, ******** **** ***, ******* *********, ***** ** ****** in ********** ********* (*****, ****, ****/*****) ******** 2024. ***** ********, ****, *** ******* were ******** ** *** ******** ********, they ** *** ******* ****/***** ******* analytics, ** **** **** *** ******** in **** ****.

************, **** ****** ** *** ***** report ** * ****** ** ******** with ***, ******************* ********* * ******* *** *** Testing,******* ********* ***** ******** *** *** (Tested),***** ***** *** ***** **** ***** Problems *** *** (******), ********* ******* ***** ****** ***** ******** for *** (******).

Executive *******

**** ******* ******** *** **** ******* classification ******** – ******* ******** ******* to ******** ******** ******** *** ************** uncommon ******** (**** ******, ******** ****, and ********* ********).

******* ****** ************** ******** **** *********** due ** ******* *******: ********* ********, when **** *** ***** ** * vehicle *** ********, *** **** ****** camera ****** ** ****. ********, ***** problems *** *** ******* **** ***** density *** *********.

***** ******* ******** ******* ** ******* degrees, **** ******** ****** *** ******* drop ** ************** ******** *** ***** unable ** ******** ****/***** ** *****, while ***** ****** *** ***** ******, dropping ~** ********** ****** ** *****.

IPVM *** ******* *****

**** ****** ****/***** ********* ** * road **** ******** ******* ** ~**-*****, all ******* **** ** ~*-*' **** and ****** ~**-** ******* **** *** road. *** ****** **** ~*** - 140, ********* ** *** ****** ************ and ***** ** ***** *** **** performance. ***** *** *** ***'* ** used *** *******.

Night ****** ** **** ****** ** ****/***** ********

*** **** *********** ********* ** *** accuracy ** ******* ****/***** ********* *** between *** *** ***** **********. ****** the ***, ********* ***** **** *** highest *** *******, ********, *** *****. At *****, ***** *** ******'* **, Rekor *** *** ****** **** ** accuracy ** ~** ********** ****** **** ~85%.

** ********, *******'* ****** ******* ** accuracy ** ***** ** ~** ********** points **** **%, ***** *** ********** to ******** *** **** *** ***** of * ******* *** ******* ******* the ************** ** */*.

*******, ********'* ****** *********** *** ** night, ***** ** *** ******* ** make/model *********. **** ***** ***** ******** were *** ***** ******* *** ****/***** identification.

Systems **** ****/***** ***** ******* *********

** *** ******* ** ******, ******* make/model *** ******* ** ******* **********, even ** **** *** (~*** - 130). ******* ****** *** *** **** issues **** ****, ************ ** *** low ********.

Most ****** ***** ******** **** ** **** **** *% ** **** ********

*** **** ****** ******** **** ****** issues *** ******* ****/***** (**** ******, delivery ******, ********* *******) **** ** less **** *% ** ******* ********, testing ** * ******** **** **** vehicles ********** **** ** - ** mph. ****** **** ****** ** ***** reads ** ***** **** * ****** amount ** **** ******, ******** ******, or ********* ******** **** ** * construction ****, *** *** ******* ******, or ********.

PPF **** ~*** - *** *** ******** ****/*****

** ***** **** **** * ******* is ******** **** ~*** - *** PPF, *** ******* ******** *** **** accurate ****/***** ***************. ******** ******* **** were ************* ** *** ***** * make/model ** ***.

Vehicles *********** ***** *** ******* *** ********

******* *** ******** *** **** ****** identifying *** ****/***** ** * ******* approaching ****** **** *******, ***** ******* accuracy ** ** ** * ********** points.

Pickup ****** **** ***** ******** ******* ******************

****** ****** **** ** ***** ***, Ford ****, ** ****** ****** **** the **** ************* ******** ******* *****, reducing ******** ** ** ** ~* percentage ****** *** ****** ***** ******** for **** ***** *** ** *** similarities ** **** *********.

***** ** *** **** ***** * Toyota ****** *********** ********** ** * Toyota ******, *** ** *** *****, a *** ****** ** *********** ********** as * ********* *********.

Work ******** ************* ** ****** ****** ** ****

** *** *******, **** ******** **** as **** ****, ****** ******** *****, and **** ******** ****** ******* ******* accuracy ** ~*-* ********** ******.

Emergency ******** ** ****/***** **************

*** ******* ** *** ******* *** no ****/***** *** ********* ********, ***** vehicles ****** ****/***** ******** ** **** by ~* ********** *****.

********* ******** ** *** ******* * make/model ************** ** *****, *******, ** Motorola, *** ****/***** ** ***** ******* or *** ********* ******* ** ***** the ***** **************. ***** ** *** only ****** **** *** ****** ******* type ******* ** ****/*****, *** ********* vehicles.

Reduced ***** ******* ******** **** ** **** *** *** ***

** ***** **** *** ******* **** provide *** *** ****/***** ************** *** have * ******** ******* ******** ***** reads *** ***** ******* ****/***** ************** due ** *** ****** *** ****** (~130) *** ******** *** *** *** angle ** *** ***** ** **** toward *** ****. **** ***** *** obstruct ***** ********, ******* * ***************** or ****** ******* ****/*****.

Versions ****

*** ********* ******** **** **** ****** testing.

• ******* ****** ***********: ** ******** *****
• ******** ***: *.*.*
• ***** **** ***:*.*.*