One more little trick I didn't know:
inputImage = np.zeros(inputImage.shape)
for i in range(0, inputImage.shape[0]):
for j in range(0, inputImage.shape[1]):
inputIndices[i, j] = (i, j)
inputIndices = inputIndices.tolist()
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