Liberty Rider is a Toulouse-based company that develops motorcycle applications and offers accident detection algorithms as a service, supported by a substantial database of riding and accident data. The application detects accidents in real-time, provides critical information to emergency services, and utilizes accelerometer data for accurate detection. The document also touches on future automotive technology trends and highlights the importance of app security in in-vehicle systems.

2. Accident Detection
Algorithms for smartphones

3. Liberty Rider Founders
Martin D’Allens (CTO & co-founder)
martin.dallens@liberty-rider.com
Enseeiht Engineer
Jérémie Fourmann (CSO & co-founder)
jeremie.fourmann@liberty-rider.com
Enseeiht Engineer & Phd
Emmanuel Petit (CEO & co-founder)
emmanuel.petit@liberty-rider.com
Business School
Julien Le (CPO & co-founder)
julien.le@liberty-rider.com
Business School

4. A full stack Team
- Developers
- Research
- Marketing
- Business

5. About Liberty Rider
● Based in Toulouse
● Editor of motorcycle apps
● B2B :
- white-label
- algorithm-as-a-service
- road data
- expertise

6. Road Network Coverage -- France
12h 6 month

7. Accident Detection for Motorcycles
Machine
Learning
Database
- 200 GB of riding data
- 1GB of motorcycle accidents
- 1k labeled instrumented accidents

8. Smartphone Apps
- First motorcyclist protection app
- iOS + Android support
- 50k users in France

9. Smartphone Emergency
Accident
112
Emergency
Center
Realtime
detection
algorithm
Loud siren
for 1 minute
Liberty Rider
Center
24h/7d
☑ Accident location
☑ Accident gravity
☑ Victim profile

10. Accelerometer Sensor
- Available in every smartphone
- Low power mode
- Rich source of information
in temporal and frequency domain

11. Temporal
Domain
Sensor
Time

12. Signal
Processing
● Band pass filtering
● Virtual sensor generation
● Normalization process
● Automatic windowing
● Feature generation
Raw Data
Features table

13. Feature1
Feature2
Feature3
Datamining on Feature DB

14. Supervised Machine Learning Classification
Feature
Engineering
● Model choice
● Training
● Validation
Feature 1
Feature2Feature2
Feature3
Feature 1
Feature 4Feature 3
Feature2Feature1
Feature2Feature3

15. Accident Detection As a Service
Historical
Database
Prediction
Server
Labeled
Database
Data
Science
REST API
or streaming
Liberty SDK Trained
Model
Model Update
Accelerometer capture
Real time processing
Features extraction
Web client
Application-specific
Business
Logic

16. Accident Detection API Example
curl -X POST -d '{feature_1:0.125, feature_2:21558, ..., feature_n=122}'
-H 'Content-Type: application/json' -H 'Authorization: Simple YOUR_API_KEY'
https://api.liberty-science.com/accident-prediction/v3
HTTP 200 OK
'{accident:true}'

17. Other Liberty Rider Algorithms
Preventive maintenance
(under-inflated tires, low chain tension)
Driving behaviour recognition
(prudent, normal, risky driving)
User activity recognition
(standing, walking, running, driving)

18. Our Solutions
Custom development of new
machine learning
algorithms based on accelerometer
Server prediction API

19. ai.liberty-rider.com
❏ SDK
❏ Documentation
❏ Demonstration app

20. Thanks for your attention
Any questions ?
contact@liberty-rider.com

21. 1JamaicaCAR
An In-Vehicule App Store Framework
jan 2017

22. 2JamaicaCAR
Convergence of automotive and tech

23. 3JamaicaCAR
Few players will dominate*
● “A couple of specialized players will probably dominate
each niche of the future automotive ecosystem”*
* Source: McKinsey

24. 4JamaicaCAR
Few players will dominate, unless...
● Is this the future of cars?
– Connectivity and ADAS
will grow and represent
>10% of the total cost
of possession of a car
over 5 years, while the
base price (purchasing price of the car)
will shrink and represent 40%*
* Source: McKinsey

25. 5JamaicaCAR
… Unless automakers react
●
–
– An App Platform
for the In-Vehicule
Infotainment System
ToyotaTouch&Go 2012: Glassof Water App Telenav 2015 on Chrysler
DodgeSRT 2016: PerformanceGaugeApp

26. 6JamaicaCAR
Why JamaicaCAR?
● Independent / Plain-White Branded Platform
● Lightweight: plug it, keep your hardware
● Native Code for fast, 100% up-time operations
● Fine Grained Security
● SOTA, not FOTA
● Full Portability: hardware independent
“from the Punto to the Ferrari”

27. 7JamaicaCAR
What makes JamaicaCAR so Unique?
● Dr James Hunt, co-founder
Security, Safety, Certification
● Dr Fridtjof Siebert, co-founder
Realtime, Embedded, Determinism
● We are active in Critical Embedded Applications,
specialist of Java since 2001

28. 8JamaicaCAR
What comes with JamaicaCAR?
● Platform for the IVI
– Pluggable, hardware dependent
● SDK for the App developper
– Emulator, libraries
● Application Security Manager for the App Store manager
– Authentication, resource management, app cycle-life
management

29. 9JamaicaCAR
It’s all about Security!
● Ensurance
– an app should not endanger another app or the system itself
● Confidentiality
– nobody should be able to read-over-the-shoulder
● Integrity
– nobody should be able to replace-tamper an app
● Authenticity
– run only authenticated apps
● Non-repudiation
– authenticated apps shall be able to run and get its resources
allocated

30. 10JamaicaCAR
Security example: Resource Budgets
– The platform provider or a trusted entity packages a
resource budget file with the app
– These are enforced by the runtime environment
– Resource budgets:
● CPU time budgets
● Thread budgets (number of simultaneous threads)
● Memory
– Example
xlet.timeBudget.paused = 10%
xlet.timeBudget.running = 50%
xlet.maxNumberOfThreads = 20

31. 11JamaicaCAR
What’s Next?

32. 12JamaicaCAR
An In-Vehicule App Store Framework
Didier Dusclaux
didier.dusclaux@aicas.com

33. WELCOME TO THE
WORLD’S RENDEZ-VOUS FOR
GAME CHANGERSHALL 1 PARIS EXPO PORTE DE VERSAILLES - FRANCE
JUNE 15-17, 2017

34. THE EVENT
VIVA TECHNOLOGY
VIVA TECHNOLOGY
The world’s rendez-vous for Game Changers organized by Publicis Groupe and Group Les Echos.
Since 2016, visionaries, entrepreneurs, and tech lovers meet in Paris for a 3-day tech celebration.
VIVA TECHNOLOGY
Empowers startups and big companies to collaborate and transform themselves.
VIVA TECHNOLOGY
Allows people to explore tomorrow’s innovations, and get inspiration from the most daring individuals.
AN EVENT DESIGNED
FOR EVERY KIND OF STARTUP
VIVA TECHNOLOGY STARTUP CONNECT / PARIS 2017

35. VIVATECH IN 2016
VIVA TECHNOLOGY STARTUP CONNECT / PARIS 2017
https://www.youtube.com/watch?v=zqjvyBUQsl4

36. WHAT TO EXPECT
IN 2017 ?
VIVA TECHNOLOGY STARTUP CONNECT / PARIS 2017

37. 4 PILLARS AT VIVATECH
HACK
MEETING BETWEEN
STARTUPS AND LARGE
COMPANIES WHO ARE
CHANGING TOMORROW’S
BUSINESS AND SOCIETY
1
DISCOVER
AN INTERNATIONAL
STAGE TO DISPLAY YOUR
GREATEST INNOVATIONS
2
IMAGINE
HUNDREDS OF LECTURES
ABOUT THE FUTURE AND
HAVE A HEAD START ON
ALL THE LATEST
TECHNOLOGIES
3
ACCELERATE
STARTUP GROWTH
TURBOCHARGED
THROUGH RIGHT
CONNEXIONS AND
EXPERT MONITORING
4
17 LABS IN 2016
100 INNOVATIONS
DISPLAYED IN 2016
MORE THAN 300
SESSIONS IN 2016
VIVATECH’S NEW PILLAR
VIVA TECHNOLOGY STARTUP CONNECT / PARIS 2017

38. WHAT
TO
EXPECT
IN 2017
20
100
10+
10070%20
300+ 50,000
5,000
VIVA TECHNOLOGY STARTUP CONNECT / PARIS 2017
UNICORNS
STARTUPS
GAME CHANGERS
INTERNATIONAL
SPEAKERS
VISITORS
PITCHS &
AWARDS
SIDE EVENTS
INNOVATIONS
SHOWCASE
EXCLUSIVE
TECH
LAUNCHES

39. VIVA TECHNOLOGY STARTUP CONNECT / PARIS 2017
17 THEMATIC LABS CONFIRMED IN 2017

40. THE WORLD’S LARGEST
STARTUP CONTEST
WHY SHOULD YOU PARTICIPATE IN CHALLENGES?
VIVA TECHNOLOGY STARTUP CONNECT / PARIS 2017

41. WHAT
HAPPENED
IN 2016
WORLDWIDE
POKEMON GO
LAUNCH
GOOGLE’S
SELF-DRIVING
CAR FOR THE
1ST TIME IN
EUROPE
5,000
STARTUPS
5,000
STUDENTS &
ACADEMICS
6,000
CEOs
75%
SENIOR
MANAGERS
850
JOURNALISTS
250
INVESTORS
VIVA TECHNOLOGY STARTUP CONNECT / PARIS 2017 04
THE STARTUPS WON:
• 850 booths
• 5,000 days of acceleration
• 50 POC
• 100 pitches & awards
• advertising campaigns
• (...)

42. ENTREPRENEUR ?
GIVE YOUR STARTUP A HEAD START ON GROWTH
HOW ?
THE WORLD’S LARGEST
STARTUP CONTEST
VIVA TECHNOLOGY STARTUP CONNECT / PARIS 2017

43. 150 CHALLENGES
TO TAKE PART IN AT
VIVATECH
A UNIQUE OPPORTUNITY FOR STARTUPS TO GROW BY
PARTICIPATING IN CHALLENGES PROPOSED BY MAJOR
CORPORATIONS, INVESTORS AND PARTNERS

44. 4 DIFFERENT WAYS TO BE SELECTED
“Take on this challenge and win a
free booth in the lab partner”
DISCOVERY CHALLENGE AWARD CHALLENGE PITCHING CHALLENGE
“Take on this challenge and win a
free booth in the Hall of Tech”
LAB CHALLENGE
“Take on this challenge and win a
prize at VivaTech”
“Take on this challenge and pitch
at VivaTech
1
“I WANT TO
COLLABORATE WITH A
MAJOR COMPANY”
Collaborate - Co-work with
leading businesses on solutions
that will be taken to market
2 3 4
“I WANT TO SHOWCASE
MY INNOVATIVE
PRODUCT”
Exhibit - Showcase your
startup to industry leaders and
media at your own booth
“I WANT TO WIN A
PRIZE AND DOTATION
AT VIVATECH”
Award - Explain your business
to VCs, incubators and
accelerators to be awared
“I WANT TO PITCH MY
SOLUTION AT
VIVATECH”
Pitch - Describe your solution
in front of 50,000 people
VIVA TECHNOLOGY STARTUP CONNECT / PARIS 2017

45. #1 - LAB CHALLENGE
ONE LAB = ONE SPONSOR = A BUSINESS SECTOR
▪ THE LAB REFLECTS A VERTICAL CROSS-SECTION OF A SECTOR LED
BY AN EXCLUSIVE PARTNER
Examples: Automotive, Urban mobility, Luxury, Fintech, Automotive,
Healthtech etc.
▪ FOR THREE DAYS, A LAB IS A SPACE DEDICATED TO CO-INNOVATION
AND COLLABORATION WITH STARTUPS
The partner can in particular organise pitches with startups, presentations of
its group, one-on-one meetings, workshops, entrepreneur/intrapreneur
meetings, announcements, etc.
▪ 32 TO 64 STARTUPS ARE SELECTED BASED ON THEIR CAPACITY TO
RISE TO THE REAL CHALLENGES OF DIGITAL TRANSFORMATION
AND THE PARTNER’S INNOVATION RESEARCH
I WANT TO COLLABORATE WITH A MAJOR COMPANY

46. #1 - LAB CHALLENGE
BE IN A LAB TO:
▪ Have a free booth for 3 days
▪ Beneficiate of 4 tickets (gross value €1960)
▪ Be in the event program & on the event website
▪ Collaborate and build commercial deals with the main
corporations of your business sector
▪ Meet major international VCs and find your financing
▪ Showcase the concept of your latest technology to over
50,000 attendees
▪ Catch the interest of international media
▪ Publicize your product and activity to the public
WHAT YOU CAN EXPECT IN A LAB?

47. #2 - DISCOVERY CHALLENGE
I WANT TO SHOWCASE MY INNOVATIVE PRODUCT
DRONES
VIRTUAL REALITY
MUSIC & AUDIO INNOVATION
3D PRINTING
ROBOTICS
● During this event startups will have the opportunity to show
their latest innovations in a 950 m2 "Discovery Zone".
● This fascinating area is dedicated to showcase the most
incredible technologies of tomorrow, from drones and robots
to virtual reality and hardware.
● VivaTech is looking for unique startups with innovative
products that visitors can try and experience themselves.
● This challenge will select the most innovative startups and
products with the unique opportunity to exhibit for free in the
VivaTech Discovery Zone during 3 days.

48. #2 - DISCOVERY CHALLENGE
BE IN THE DISCOVERY ZONE TO :
▪ Have a free startup booth in the “Discovery” zone
▪ Beneficiate of 4 accreditations (gross value €1960)
▪ Have a time slot for demonstration in the Tech Arena
▪ Be in the event program & on the event website
▪ Have the official label “Selection of Viva Technology”
WHAT CAN YOU EXPECT IN THE DISCOVERY ZONE ?
STARTUP BOOTH
DISCOVERY ZONE (Non-binding visual)
TECH ARENA

49. #3 - AWARD CHALLENGE
▪ AN AWARD = A BID FOR STARTUPS
▪ A PITCH OPPORTUNITY AT VIVATECH
The sponsor will have the opportunity to select 5 to 10
startups to have them pitch in their dedicated pitch zone for
1.5 hours on one of the 3 days at VivaTech
BE SELECTED FOR AN AWARD:
▪ Beneficiate of 2 tickets (gross value €980)
▪ Win a slot for acceleration, mentorship or financing
program
▪ Have an exceptional visibility
▪ Generate new qualified leads
▪ Have a unique presence at Viva Technology
▪ Be in the event program & on the event website
I WANT TO WIN AN AWARD

50. #4 - PITCHING CHALLENGE
I WANT TO PITCH AT VIVATECH
BE SELECTED IN THE PITCH AREA:
● Beneficiate of 1 ticket (gross value €490)
● Describe your solution in front of 50,000 people
● Have an exceptional visibility
● Be in the event program & on the event website

51. http://participate.vivatechnology.com/
https://challenges.vivatechnology.com/en?group=1