Comments (3)
adamjstewart
commented on June 27, 2024
South Africa Crop Type is also missing this.
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adamjstewart
commented on June 27, 2024
Dug into this deeper and this actually turned out to be a somewhat serious bug. Because AgriFieldNet, GlobBiomass, and SouthAfricaCropType use separate files for each band, and because the band was not listed in the filename glob, all bands were separately entered into the index. The result is that the final dataset length is 13x longer than it should be, and passing over a single epoch actually means passing over 13 epochs. Good catch!
from torchgeo.
adamjstewart
commented on June 27, 2024
Well, this took me down a fun rabbit hole. The following PRs are all a direct result of this bug report:
from torchgeo.
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