Changes between Version 20 and Version 21 of Other/Summer/2020/SmartIntersection


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Timestamp:
Jul 23, 2020, 7:25:50 PM (4 years ago)
Author:
NicholasMeegan1
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  • Other/Summer/2020/SmartIntersection

    v20 v21  
    77https://bzz3ru.wixsite.com/smartintersection
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     9== Gitlab Repositories ==
     10**!DeepStream and YOLOv3 Application:** https://gitlab.orbit-lab.org/si2020-smartintersection/smart-intersection-ds-yolov3-app
     11
     12**OpenCV- Add Bounding Boxes to Video:** https://gitlab.orbit-lab.org/si2020-smartintersection/add-bounding-boxes
     13
    914== Project Objective ==
    1015
    1116The goal of this project is to create a method for estimating the statistics for vehicle count/traffic flow into one intersection in New York City. As an example, record videos of the northbound traffic on Amsterdam Avenue, as vehicles are entering the 120th St./Amsterdam Av. intersection. Using YOLOv3 deep learning model, detect and count vehicles as they approach/enter the intersection from south, making sure that there is no double-counting. Use 180 second long video fragments (approximately two traffic light cycles), and repeat up to half a dozen times a day,  for a number of workweek/weekend days during the same times of each day. Compare the vehicle count (traffic flow) as a function of the time of the day. Utilize NVIDIA !DeepStream deployed on COSMOS GPU compute servers to run the model.  The method should be generalizable/expandable to any direction of vehicle movement, when appropriate camera views are available.
    12 
    13 == Reading Material ==
    14 
    1517
    1618== Week 1 Activities ==
     
    134136**Week 8 Team Meeting Presentation:** ''To be posted at a later date''
    135137
    136 **Final Presentation:** ''To be posted at a later date''
     138**Project Review Presentation:** https://docs.google.com/presentation/d/18aSVqdheWwhezxHjDkGKT2suJGrfbWYOz5Blk1VmH28/edit?usp=sharing
     139
     140**Open House Final Presentation:** ''To be posted at a later date''