Characterizing vegetation patch proximity and size across Australia with skimage and dask map overlay

Image processing tasks are pixel independent and are embarrassingly parallel, in our pipeline labelling continuous patches requires calculations across neighbourhoods of pixels and means parallelization is more complex. Buffered tiles solve parallelization by allowing non-parallel pixel operations within tiles to be run simultaneously across many tiles and so provide tile level parallelization

Categories: Day 2