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Pedestrian Cam

Counting Foot Traffic Over IP Webcams with Machine Learning

This is the repository for the project talked about in this blog post.

How to get up and running:

  1. Ensure you have prerequisite libraries

    • Install Python 3 and OpenCV python

  2. Clone YOLO & Darknet

    git clone https://github.com/pjreddie/darknet

  3. Clone this repository into the same directory

    git clone https://github.com/brian-yu/pedestrian-cam.git
mv pedestrian-cam/* .
rm -r pedestrian-cam

  4. Download Yolo 2.0 weights

    wget https://pjreddie.com/media/files/yolo.2.0.weights

  5. Run the files

    • For the webserver, run server.py and prediction.py
    • Otherwise, you can explore the Jupyter notebooks.