A script has been setup to simplify the setup and program usage.
Follow this guide to install and setup all CUDA dependencies
(be warned setting cuda on wsl isn't that straight forward)
Download the model weights here and put the file in the main folder.
Next, Run the bootstrap script the install all other python depdencies
Run source run bootstrap
Start by running source run help to show a list of commands on how to run the different usage options
Run the program for fast testing on the pre-recorded shopping mall video
This will save a video of the detection results to disk
Run source run video
Run the live detection and create heatmaps First, setup your camera in the correct position
Run source run live [IP] and provide the IP address of your camera (We used Droid Cam app on android for testing)
This will take a frame from the camera and open the homography picker. Select 4 points in the order provided corredesponding to the floor/corner points. Once complete, the next video will open showing a live social distancing detection and the 2D overhead view. Every minute a copy of the heatmap will be saved to disk.