Changes between Version 3 and Version 4 of Other/Summer/2022/Active
- Timestamp:
- Dec 9, 2022, 8:35:25 AM (2 years ago)
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Other/Summer/2022/Active
v3 v4 17 17 == Week 1 Activities == 18 18 Downloaded videos of car approaching stop sign (Youtube) 19 Learning Python20 19 Video Processing Using Python (cutting, concentration, noise cancellation etc.) 21 20 Work with ROS and Python to implement a program to estimate the total stopping distance of a vehicle based on its speed 21 Familiarize with Orbit/Cosmos testbed and procedures 22 Set up development environment and necessary tools 22 23 23 24 … … 26 27 Familiarize ourselves with NJ MVC Driving Laws 27 28 Find related studies and Youtube videos relating to AI detection 29 Begin researching on object and motion detection techniques 28 30 29 31 == Week 3 Activities == 30 Applying Python programming for Object Detection 31 Designing the AI Model 32 Implement basic object detection algorithm using OpenCV and Python 32 33 Implement the videos to YOLO (Real time Object Detection) 33 34 Collect more VIDEOS and compare the theoretical results to experimental results … … 44 45 45 46 == 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 47 Build upon the object detection algorithm from the previous week and develop a motion detection algorithm 48 Test and evaluate the performance of the motion detection algorithm on various videos 49 Optimize the algorithm for maximum accuracy and speed 50 50 51 == Week 6 Activities == 52 Implement the AI driver assistant module to promote driver safety 53 Integrate the object and motion detection algorithms with the AI driver assistant module 54 Test and evaluate the performance of the AI driver assistant module 51 55 56 == Week 7 Activities == 57 Research and implement ways to improve the accuracy and reliability of the AI driver assistant 58 Test and evaluate the performance improvements made to the AI driver assistant 59 60 == Week 8 Activities == 61 Begin working on integrating the AI driver assistant with the ROS framework 62 Test and debug the integration of the AI driver assistant with ROS 63 64 == Week 9 Activities == 65 Complete the integration of the AI driver assistant with ROS 66 Test and evaluate the performance of the AI driver assistant within the ROS framework 67 68 == Week 10 Activities == 69 Conduct final tests and evaluations of the AI driver assistant system 70 Prepare a poster board that summarized the methodology, results, and applications of the project 71 Document and present the results and findings of the internship project to the team