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TrackTick

license

Open In Colab

This is the repository of our academic project of the course CSE 4622. In this project, we have tried to propose a Pedestrian Tracker to track the movement of the pedestrian captured by videos.

Installation

  1. Clone the repository and enter the right path:
    git clone https://github.com/SamiaShashmi/TrackTick
    cd TrackTick
  1. Necessary requirements can be imported by running the corresponding requirements.txt files.

Inference

To see a demo, simply just run the Google Colab Notebook. All the necessary guidelines are given here.

Training

  1. To train the Person Detection model using YOLOv5, follow Open In Colab
  2. To train the Person ReID model with Torchreid, go Open In Colab

Contributors

  1. Fariha Fairoz 180041214
  2. Samia Islam 180041237
  3. M. K. Bashar 180041238

References

  1. YOLOv5
  2. DeepSORT
  3. Tracktor