Dense to Sparse for input is quite slow

[emepetres]

Looking at the samples, it seems that only way to pass a "dense" image to its sparse vectors is by looping over it.

In my tests, this is really slow to do in python (~15s for a 512x512 image on a RTX2060). Is there a better way to do it?

Thanks for the great work!