Environment Perception and Parallel Parking for an Autonomous Vehicle

Overview

  • Type: Competition
  • Affiliation: Pandas Team (GitHub)
  • By: DataDays, Sharif University of Science and Technology
  • When: October 2019 - March 2020
  • Objective: The objective of the competition was to predict which ads a user is more likely to click on based on their features,
         including the time, os, browser, etc.
  • Results:
      Our team managed to get the second rank among 121 teams from 84 universities in Iran.
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    The scoreboad containing the results of the competition



    • Some pictures of the Environment Perception task are as follows:

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    An Example of Statistical Analysis of the Number of Clicks Based on Various Parameters


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    View of One of the Datasets Used to Teach the Model:


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    A picture of the importance of our own features compared to pre-existing features in the dataset: