Optimise optical flow upsampling using pytorch

[paulshuker]

Currently we:

• Upsample images using scipy's function zoom.

Issue:

• This is not very fast as it likely relies on a single CPU core.

Solution:

• Use pytorch and run on a single image at a time. Pytorch will automatically handle the multiprocessing for us and likely lead to reduced compute times at the cost of using multiple CPU cores.