Self-Configuring nnU-Nets Detect Clouds in Satellite Images. (arXiv:2210.13659v1 [cs.CV])

Cloud detection is a pivotal satellite image pre-processing step that can be
performed both on the ground and on board a satellite to tag useful images. In
the latter case, it can help to reduce the amount of data to downlink by
pruning the cloudy areas, or to make a satellite more autonomous through
data-driven acquisition re-scheduling of the cloudy areas. We approach this
important task with nnU-Nets, a self-reconfigurable framework able to perform
meta-learning of a segmentation network over …

arxiv images satellite satellite images