Learn how Globalvia transforms road operations and mobility with Computer Vision with this real-world use case: Smart License Plate Recognition. Speaker: Ángela Montánchez, Innovation Manager at Openvia Mobility by Globalvia. *Intelligent Mobility 2021: Virtual Conference.

1. 1
May 2021
Transforming Road Operations and
Mobility with Computer Vision
Smart Licence Plate Recognition Case

2. 2
Changing the world together
Globalvia is a worldwide transport infrastructure concession management
leader, specialized in highways and railways.With a strong commitment
to sustainability, innovation and efficient asset management, our goal is
to be the drivers of change to transform society in the seven countries
where we are present: Spain, United States, Ireland, Portugal, Mexico,
Costa Rica and Chile.
GLOBALVIA

3. 3
International Presence of Current Portfolio
SPAIN
14 concessions
UNITED STATES
1 concession
PORTUGAL
2 concessions
IRELAND
3 concessions
COSTA RICA
1 concession
CHILE
3 concessions
MEXICO
1 concession
25
Concessions
7
countries
1.430,9
Km managed
1 8 High w ays
7 Railw ays

4. 4
Ope nv i a M o bi l i ty
We are Globalvia’s
Innovation & Technological
Platform
As a Mobilty Operator,
we continuouslydevelop mobility solutions to
keep track with the deep transformationin the
way we live.
We are immersed in the era of change and work
on disruptive, sustainableand innovative
solutions.

5. 5
Never stop moving
Mobility
DIGITA L BUSIN ESS P L A TF O RM
Road Operations
Machine Learning
Human Experience
>20
SUC C ESS STO RIES
More than15 happy road
operators– B2B
Happy users – B2C
3
SUBSIDIA RIES
Spain,
Portugal
& USA
Mobility tech company with more than 10 years
experience managing roads and transforming
mobility through innovative solutions

6. 6
Innovative AI
based Road
Operations
service.
OpenVia - #KarAI
SLPR
AI ANPR SaaS- real-time processing, topof market KPIs and
easyto deploy
Full computer visionoperation
Vehicle categorization& detection, makerbrand, incident
detection. One stop AI operations foryourroad
AI Computer Vision Road Operations and
data exploration

7. 7
OpenVia- #KarAI AI Computer Vision Road Operations and data exploration
AI ANPR SaaS- real-time processing, top
of market KPIs andeasyto deploy
SLPR
Vehicle categorization&
detection. Upto 9!
Coming soon– maker/brand
Catego-
riA
KarAI
Incident detection(*)
SVD, WWD, intrusion,…
Vehicle detectionandcounting for
multiple purposes.
Count!
Inci-
Detect
Check pavement status with AI and
generate alerts
PaveAI

8. 8
Area-specific
congestiondetection
Barrier entry/ exit
detection
Person classification
Clothing type/ color
Face recognition
Automatic seat
position estimation
People
Count!
Vehicle detection
and traffic control
InciDetect
Incident
detection
CategorIA
Vehicle classification
Up to 9!
SLPR -License plate
recognition
Vehicles PaveAI
Check pavement
status & alert
Detection/ counting Attribute sorting Individual/
vehicleidentification
Position
estimation

9. 9
DIFFERENT CAMERAPOSITIONS
01
UNUSUAL CASES: trailers & out–of state
04
SHADOWS &WEATHER CONDITIONS
03
Automatic vehicle license plate recognition has always experienced some challenges…
DIFFERENT LIGHT CONDITIONS
02

10. 10
Plate Detection Character
Recognition
State
clasiffication
Front& Back
images Plates
Characters
Plates
#KarAI - SLPR 3 steps approach
Business Rules

11. 11
Plate Detection Character
Recognition
State
classification
Individual
Vehicle Image
Plate
Image
#KarAI - SLPR 3 steps approach
Final KPIsover88% successrate.0,001% false positivesrate.

12. 12
IMPORT DATA
Import andmanage transits
from the Concession
01
MODEL GENERATION
Generate your wonmodel with
a click!
04
GENERATE DATASETS
Mix and match your own
datasets to train the perfect
model
02
AD HOC BUSINESS RULES
Define yourownbusinessrules
to increase accuracy
05
LABELLING
Label yourown data set inorderto
create the maximumaccuracyand
model resilience
03
EVALUATION & SCORING
Manage yourownthresholdfor
Success Rate &False Positive
Rate
06
Smart Licence Plate Recognition

13. 13
#KarAI - SLPR A new solution for generating and training your own LPR model in KarAiSuite,
powered by Openvia by Globalvia & BigML

14. 14
Over88% successrate.0,001% false
positivesrate.Nomore blackboxes
OPEN& HIGHLYACCURATE
KarAi
SLPR
Recognition of previously unrecognizable
information with AI
High-speed learning from tens of millions of
image files
Automation and knowledge creation
Effective use of existing assets
KarAI - #SLPR
EstablishyourownSR& FPR,manage your
thresholds,retrainwhennecessary
CUSTOM YOUR OWNANPR
Setthe basicsfor CategorIA,Count!,
InciDetect,..
ROAD AI PLATFORM
Real time KPIsandalerts
EASY& INTUITIVE

15. 15

16. 16
#KarAI - SLPR A new solution for generating and training your own LPR model in KarAiSuite,
powered by Openvia by Globalvia & BigML