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EuroSAT: use percentile normalization during plotting #2557

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EuroSAT: use percentile normalization during plotting #2557

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11 changes: 9 additions & 2 deletions torchgeo/datasets/eurosat.py
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Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,14 @@

from .errors import DatasetNotFoundError, RGBBandsMissingError
from .geo import NonGeoClassificationDataset
from .utils import Path, check_integrity, download_url, extract_archive, rasterio_loader
from .utils import (
Path,
check_integrity,
download_url,
extract_archive,
percentile_normalization,
rasterio_loader,
)


class EuroSAT(NonGeoClassificationDataset):
Expand Down Expand Up @@ -268,7 +275,7 @@ def plot(

image = np.take(sample['image'].numpy(), indices=rgb_indices, axis=0)
image = np.rollaxis(image, 0, 3)
image = np.clip(image / 3000, 0, 1)
image = percentile_normalization(image)

label = cast(int, sample['label'].item())
label_class = self.classes[label]
Expand Down