ARTIFICIAL INTELLIGENCE &
MACHINE LEARNING
IN
AUTOMOBILE & MANUFACTURING
INDUSTRIES
-MADHU BALINI
ARTIFICIAL INTELLIGENCE (AI) IS TRANSFORMING
THE AUTOMOBILE INDUSTRY RAPIDLY; IT HAS
BECOME AN ESSENTIAL COMPONENT OF THE AUTO-
DRIVE TECHNOLOGY. THE ENORMOUS AMOUNT OF
DATA COLLECTED THROUGH CONNECTED DEVICES
AND SERVICES IS THE MAIN ENABLING FACTOR IN
THE SUCCESS OF AI APPLICATIONS IN ANY
INDUSTRY.
OBJECT DETECTION
OBJECT DETECTION IS THE PROCESS OF FINDING REAL-
WORLD OBJECT INSTANCES LIKE CAR, BIKE, TV, FLOWERS,
AND HUMANS IN STILL IMAGES OR VIDEOS.
AUTO PILOT AI
MODE ADJUSTMENT
• AI SYSTEM THAT ADJUST THE WORKING OF THE CAR BASED
ON THE MODE WE ADJUST.
• AS IN ARCADE MODE, THE STEERING WHEEL,PEDALS ARE
USED AS JOY STICK TO CONTROL THE GAME WE PLAY ON
THE DASH BOARD.
• AS IN DOG MODE, AI UNDERSTANDS THE REQUIREMENT OF
THE CAR CONDITIONS AND SETS ENVIRONMENT FRIENDLY
TO THE PETS INSIDE THE CAR.
ARCADE MODE IN TESLA
DOG MODE
IOT CONNECTION TO
CAR’S AI SYSTEM
Accessing control of the car through connecting with its AI system which can be
operated with mobile phone.
REMOTE ACCESS TO CAR
SPEECH RECOGNITION SYSTEM
• The software listens to your voice command and then parses it
looking for verbs, nouns, modifiers, etc. And it looks for matches
with hardware (heaters, seats, wipers, etc.) Finally it uses AI to
refine it's responses.
VOICE COMMAND
• SENSORS IN THE TESLA CAR IS CONNECTED THE
INTELLIGENT SYSTEM IN THE CAR AND THEY
COMMUNICATE WITH EACH OTHER THROUGH IOT
SYSTEMS.
• THIS ALLOW US TO CONTROL THE CLIMATE OF THE
CAR TO MAKE IT CHILL OR WARM BY COMMANDING
THROUGH OUR SMART PHONES.
• WE CAN ALSO SET DEPATURE TIME TO THE CAR.
CLIMATE CONTROL IN CAR
SCHEDULE THE DEPARTURE
AI USED IN AUTOMOBILE SAFETY
• SENSORS AND IOT DEVICES USED IN THE AI SYSTEM HELPS TO
IDENTIFY ANONOMUS ACTIVITIES OR THEFT THUS INCREASING THE
SAFETY OF THE CAR BY SIGNALLING THE CUSTOMERS TO THEIR
MOBILE PHONE.
SENTRY MODE
AI IN MANUFACTURING
• 24/7 production in dark factories--Factories without any
human labor are called dark factories since light may not be
necessary for robots to function.
• Safety--The involvement of robots in high-risk jobs can help
manufacturers reduce unwanted accidents.
• Cost Reduction---AI technologies can reduce operation
costs
• Faster decision making---manufacturers can collect large
volumes of data and switch to real-time analytics.
AI IN MANUFACTURING
(VIDEO FROM BMW FACTORY)
ROBOTS MIMICING HUMANS
OPEN POWER AI-
THE MOST OPEN AND HIGH PERFORMANCE
PROCESSOR ARCHITECTURE AND ECOSYSTEM IN
THE AI INDUSTRY
• The Open POWER Foundation is an open technical membership
organization that promotes Open POWER –
The Open POWER Foundation is a collaboration around Power ISA-based
products initiated by IBM
• Gives companies greater freedom to innovate with AI, and to leverage the
ideas of peers for embedding AI.
AI in Autombiles

AI in Autombiles

  • 1.
    ARTIFICIAL INTELLIGENCE & MACHINELEARNING IN AUTOMOBILE & MANUFACTURING INDUSTRIES -MADHU BALINI
  • 2.
    ARTIFICIAL INTELLIGENCE (AI)IS TRANSFORMING THE AUTOMOBILE INDUSTRY RAPIDLY; IT HAS BECOME AN ESSENTIAL COMPONENT OF THE AUTO- DRIVE TECHNOLOGY. THE ENORMOUS AMOUNT OF DATA COLLECTED THROUGH CONNECTED DEVICES AND SERVICES IS THE MAIN ENABLING FACTOR IN THE SUCCESS OF AI APPLICATIONS IN ANY INDUSTRY.
  • 3.
    OBJECT DETECTION OBJECT DETECTIONIS THE PROCESS OF FINDING REAL- WORLD OBJECT INSTANCES LIKE CAR, BIKE, TV, FLOWERS, AND HUMANS IN STILL IMAGES OR VIDEOS.
  • 4.
  • 5.
    MODE ADJUSTMENT • AISYSTEM THAT ADJUST THE WORKING OF THE CAR BASED ON THE MODE WE ADJUST. • AS IN ARCADE MODE, THE STEERING WHEEL,PEDALS ARE USED AS JOY STICK TO CONTROL THE GAME WE PLAY ON THE DASH BOARD. • AS IN DOG MODE, AI UNDERSTANDS THE REQUIREMENT OF THE CAR CONDITIONS AND SETS ENVIRONMENT FRIENDLY TO THE PETS INSIDE THE CAR.
  • 6.
  • 7.
  • 8.
    IOT CONNECTION TO CAR’SAI SYSTEM Accessing control of the car through connecting with its AI system which can be operated with mobile phone.
  • 9.
  • 10.
    SPEECH RECOGNITION SYSTEM •The software listens to your voice command and then parses it looking for verbs, nouns, modifiers, etc. And it looks for matches with hardware (heaters, seats, wipers, etc.) Finally it uses AI to refine it's responses.
  • 11.
  • 12.
    • SENSORS INTHE TESLA CAR IS CONNECTED THE INTELLIGENT SYSTEM IN THE CAR AND THEY COMMUNICATE WITH EACH OTHER THROUGH IOT SYSTEMS. • THIS ALLOW US TO CONTROL THE CLIMATE OF THE CAR TO MAKE IT CHILL OR WARM BY COMMANDING THROUGH OUR SMART PHONES. • WE CAN ALSO SET DEPATURE TIME TO THE CAR.
  • 13.
  • 14.
  • 15.
    AI USED INAUTOMOBILE SAFETY • SENSORS AND IOT DEVICES USED IN THE AI SYSTEM HELPS TO IDENTIFY ANONOMUS ACTIVITIES OR THEFT THUS INCREASING THE SAFETY OF THE CAR BY SIGNALLING THE CUSTOMERS TO THEIR MOBILE PHONE.
  • 16.
  • 17.
    AI IN MANUFACTURING •24/7 production in dark factories--Factories without any human labor are called dark factories since light may not be necessary for robots to function. • Safety--The involvement of robots in high-risk jobs can help manufacturers reduce unwanted accidents. • Cost Reduction---AI technologies can reduce operation costs • Faster decision making---manufacturers can collect large volumes of data and switch to real-time analytics.
  • 18.
    AI IN MANUFACTURING (VIDEOFROM BMW FACTORY)
  • 19.
  • 20.
    OPEN POWER AI- THEMOST OPEN AND HIGH PERFORMANCE PROCESSOR ARCHITECTURE AND ECOSYSTEM IN THE AI INDUSTRY • The Open POWER Foundation is an open technical membership organization that promotes Open POWER – The Open POWER Foundation is a collaboration around Power ISA-based products initiated by IBM • Gives companies greater freedom to innovate with AI, and to leverage the ideas of peers for embedding AI.