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:

0. Ensure you have prerequisite libraries

   • Install Python 3 and OpenCV python

1. Clone YOLO & Darknet

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

2. Clone this repository into the same directory

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

3. Download Yolo 2.0 weights

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

4. Run the files

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