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position and the general expectation that skies are up and water is down. I really think it boils down to that. So if you wanted it to perform well on images such as these, you'd want to supplement the dataset with aerial shots like this. I think that'd make a big difference.
Honestly it'd probably greatly improve the look of the buildings and other things as well.
That would be good. I will have a closer look on how to enrich the dataset. I'm also thinking that some data augmentation can be done by using different pairs of b&w and colour... cont
....e.g. Green/Red/Yellow Filter B&W etc as well as different vertical and horizontal distortions, vertical flipping transformations, multi cropping and then batch exported from Adobe Lightroom.
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