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Project Mid-Review, 2023년 5월 2일

AI Drive Assistant

Team 6

20211133 박혜빈

20221020 전민수

20221072 오정민

20221076 이한별

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What is AI Drive Assistant?

  • The cause of a traffic accident
    • An accident may occur depending on the driver's emotional state or concentration 
    • It is difficult to cope with unexpected situations such as drowsy driving and drunk driving
  • AI Drive Assistant
    •  AI model monitors the driver's state and provides a solution suitable for the driver's state like assistant
    • AI assistant helps driver to keep the driver's emotional state or concentration in a constant state suitable for driving.

Inattention driving

Reckless driving

Cellphone manipulation

Drowsy driving

He is sleepy!

Playing exciting music

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How it works?

  • System

ML Model

- CNN based

Snapshot

(5 pictures)

Model serving to mobile

Train dataset

  • AI hub

Train model

Deploy

Drowsy driving

Drunk driving

Looking for things

Calling

Cell phone manipulation

Vehicle control

Assaulting driver

Classifying

Acting

  • Playing music
  • Informing rest area
  • Family photo
  • Alarm
  • Police report

Confirming

Speech to text

User

Text to Speech

True

False

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Future Works

  • Challenges
    • Drunk driving
      • apparently illegal
      • Is it okay for an AI drive assistant to just sound the alarm? Should It call the police?
    • Photograph interval
      • Five captures(not videos) are used as input data
      • The mount of calculation and reflection of the phenomenon
    • Normal data
      • Vehicle control data is similar to normal and will be labeled as normal
  • Future Works
    • Technique
      • Connecting cellphone camera in application
      • Service output
      • Text to Speech
    • Service
      • Add emotional label
      • Select other services by label

Vehicle control

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