Meetup #6 Voiture Connectée à Paris

Accident Detection
Algorithms for smartphones

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

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

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

Road Network Coverage -- France
12h 6 month

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

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

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

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

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

Feature1
Feature2
Feature3
Datamining on Feature DB

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

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

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}'

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)

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

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

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

1JamaicaCAR
An In-Vehicule App Store Framework
jan 2017

2JamaicaCAR
Convergence of automotive and tech

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

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

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

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”

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

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

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

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

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

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

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

VIVATECH IN 2016
https://www.youtube.com/watch?v=zqjvyBUQsl4

WHAT TO EXPECT
IN 2017 ?

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

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

17 THEMATIC LABS CONFIRMED IN 2017

THE WORLD’S LARGEST
STARTUP CONTEST
WHY SHOULD YOU PARTICIPATE IN CHALLENGES?

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
• (...)

ENTREPRENEUR ?
GIVE YOUR STARTUP A HEAD START ON GROWTH
HOW ?
THE WORLD’S LARGEST
STARTUP CONTEST

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

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
free booth in the Hall of Tech”
LAB CHALLENGE
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

#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

#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?

#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.

#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
▪ 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

#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
I WANT TO WIN AN AWARD

#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

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

Meetup #6 Voiture Connectée à Paris

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Meetup #6 Voiture Connectée à Paris