Changes between Version 3 and Version 4 of Other/Summer/2022/Active


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Timestamp:
Dec 9, 2022, 8:35:25 AM (2 years ago)
Author:
kishanpatel
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  • Other/Summer/2022/Active

    v3 v4  
    1717== Week 1 Activities ==
    1818Downloaded videos of car approaching stop sign (Youtube)
    19 Learning Python
    2019Video Processing Using Python (cutting, concentration, noise cancellation etc.)
    2120Work with ROS and Python to implement a program to estimate the total stopping distance of a vehicle based on its speed
     21Familiarize with Orbit/Cosmos testbed and procedures
     22Set up development environment and necessary tools
    2223
    2324
     
    2627Familiarize ourselves with NJ MVC Driving Laws
    2728Find related studies and Youtube videos relating to AI detection
     29Begin researching on object and motion detection techniques
    2830
    2931== Week 3 Activities ==
    30 Applying Python programming for Object Detection
    31 Designing the AI Model
     32Implement basic object detection algorithm using OpenCV and Python
    3233Implement the videos to YOLO (Real time Object Detection) 
    3334Collect more VIDEOS and compare the theoretical results to experimental results
     
    4445
    4546== Week 5 Activities ==
    46 Build our own Model to Train the Data
    47 Preparing our Data using data generator
    48 Visualizing data
    49 Early stop and model checkpoint
     47Build upon the object detection algorithm from the previous week and develop a motion detection algorithm
     48Test and evaluate the performance of the motion detection algorithm on various videos
     49Optimize the algorithm for maximum accuracy and speed
    5050
     51== Week 6 Activities ==
     52Implement the AI driver assistant module to promote driver safety
     53Integrate the object and motion detection algorithms with the AI driver assistant module
     54Test and evaluate the performance of the AI driver assistant module
    5155
     56== Week 7 Activities ==
     57Research and implement ways to improve the accuracy and reliability of the AI driver assistant
     58Test and evaluate the performance improvements made to the AI driver assistant
     59
     60== Week 8 Activities ==
     61Begin working on integrating the AI driver assistant with the ROS framework
     62Test and debug the integration of the AI driver assistant with ROS
     63
     64== Week 9 Activities ==
     65Complete the integration of the AI driver assistant with ROS
     66Test and evaluate the performance of the AI driver assistant within the ROS framework
     67
     68== Week 10 Activities ==
     69Conduct final tests and evaluations of the AI driver assistant system
     70Prepare a poster board that summarized the methodology, results, and applications of the project
     71Document and present the results and findings of the internship project to the team