  Vegetation is a relevant feature in the urban scenery and its awareness can
be measured in an image by the Green View Index (GVI). Previous approaches to
estimate the GVI were based upon heuristics image processing approaches and
recently by deep learning networks (DLN). By leveraging some recent DLN
architectures tuned to the image segmentation problem and exploiting a
weighting strategy in the loss function (LF) we improved previously reported
results in similar datasets.
