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Load Numpy arrays of incompatible dtypes #1507

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8 changes: 7 additions & 1 deletion flash/core/data/utilities/loading.py
Original file line number Diff line number Diff line change
Expand Up @@ -73,7 +73,13 @@ def _load_image_from_image(file):


def _load_image_from_numpy(file):
return Image.fromarray(np.load(file).astype("uint8")).convert("RGB")
arr = np.load(file)
if not (arr == arr.astype("uint8")).all():
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# Max pixel value -> 255, min -> 0
low = arr.min()
arr = 255 * (arr - low) / (arr.max() - low)

return Image.fromarray(arr.astype("uint8")).convert("RGB")


def _load_spectrogram_from_image(file):
Expand Down