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CHAPTER 2 : System Features

Saket Khopkar edited this page Sep 23, 2024 · 4 revisions

A brief overview of features implemented in this project.

1) Road Anomaly Detection

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Strength

  • Real time pothole detection
  • Acceleration data and image processing, two steps are occurring simultaneously will give better accuracy.

Weakness

  • In image processing shadow or in night time, might not give proper accuracy.
  • In normal driving condition, if the pothole is covered by some other car, then it might not get detected.

Opportunity

  • We are alerting the people about pothole to respective authority as well as people so they can act accordingly, whether it is taking alternate route or repairs of the pothole.
  • We will be able to train model with more accuracy in future.

Threat

  • False truth can be generated so it might mislead other people.

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2) Driving Analysis

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Strength

  • Vehicle health monitoring
  • Efficient monitoring of vehicle health.

Weakness

  • Dependency on sensors of cars supporting the OBD Module.

Opportunity

  • Data might have insight on the source of the problem.
  • Car repairing or servicing can be properly scheduled.

Threat

  • As it is completely dependent on sensors, faulty sensors can lead to wrong data which can lead to wrong conclusion.

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3) Sharp Turn Monitoring

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4) Fuel Consumption Monitoring

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