I ended up using Monodepth2, a machine learning library made by Niantic Labs and UCL.
I created a Google Colab notebook to make it easier to use the software and converted some of the timelapse below
to this:
I also tried running the algorithm on a scene that doesn’t exist from SCI-Arc student Siyao Zheng’s thesis project.