safe &
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TRANSCRIPT
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April 10, 2023 1
Safe and Intelligent Vehicular systems (SIVs)
CityAmrita Vishwa Vidyapeetham
AmritapuriTeam Sauveteurs
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 2
What if…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 3
…automobiles could
learn on their own…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri
4
Explain your idea in one simple sentence.
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April 10, 2023 5
…and share it with other
vehicles too…
Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri
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Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 7
Using
machine learning
and
cloud computing for
collision avoidanceRavi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri
Idea in one sentence!
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April 10, 2023 8
Machine Learning
Car collects data regarding…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 9
Machine Learning Vehicle conditions
(position, speed, angle, location)Road conditions
(wetness, ditches, slopes)Driver conditions
(drowsiness, health conditions)
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 10
Machine Learning
Data analysis is done using machine learning
algorithms
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 11
Machine Learning
Predicts if an accident may occur or not
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 12
Machine Learning
…and stores the algorithms in a cloud application associated with the car
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 13
Cloud computingCar shares data between…
a Universal cloud application (Public)
&
the Automobile cloud applications (Private)
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 14
Universal Cloud Application
Acts as a central database for other vehicles to acquire
“learning materials” from other cars
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 15
Automobile cloud applications
Placed in a “blackbox” in automobiles –collects, stores and transfers
real-time data
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 16
Collision avoidance
Collected data is used to
generate algorithms that…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 17
Collision avoidancewarns the driver / passengers
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
1.
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April 10, 2023 18
Collision avoidance
…or
takes control of the vehicle through actuators
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
2.
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April 10, 2023 19
Collision avoidance
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 20
Visual Representation
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April 10, 2023 21
We need…
A team of
computer and automobile engineers to build and implement
the software system
1.
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 22
Vehicles to test upon
We need…
2.
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Existing technologies to automate driving
3.
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April 10, 2023 23
Dedicated communicationinfrastructure
We need…
4.
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 24
People are realizing…
road accident rates are really
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 25
alarming
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April 10, 2023 26
An effective remedy for this exponential increase in the
number of accidents
We thought of
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 27
Computers have made their advent into the automobile industry but
its potential has been under utilized
We thought that
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 28
We could use a similar principle as used in
Update techniques of anti-virus software databases for sharing
collision avoidance data between cars
We found out that
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
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April 10, 2023 29
Motivation for people
Cost effective Utilizing available technologies
& communication infrastructures.
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
1.
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April 10, 2023 30
Motivation for people
Safer driving experience
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
2.
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April 10, 2023 31
Motivation for people
Computers can
react faster than humans
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
3.
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April 10, 2023 32
Our promoters…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Social Networking sites ( Facebook , Twitter , Slide share )
1.
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April 10, 2023 33
Our promoters…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Product Brochures &
Advertisements
2.
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April 10, 2023 34
Our promoters…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Electronic Media
3.
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April 10, 2023 35
Our promoters…
Ravi Chandra, Vinayak Jayaprakash, Vyshakh P T, Amrita Vishwa Vidyapeetham,
Amritapuri
Automotive Companies
4.
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April 10, 2023 36Ravi Chandra, Vinayak Jayaprakash,
Vyshakh P T, Amrita Vishwa Vidyapeetham, Amritapuri