How do I re-shape an array with shape(band,row,column) to (row,column,band)?

Question

I have a NumPy array with shape(370,275,210) and I want to re-shape it to (275,210,370). How would I achieve this in Python? 370 is the number of bands,275 is the number of rows

Answer 1

Actually, I suppose that you need to swap the axis 0 with 2.

np.swapaxes(x, 0, 2)

That is probably an hyperspectral image?

Answer 2

You can use np.moveaxis()

>>> a = np.zeros((370, 275, 210))
>>> a.shape
(370, 275, 210)
>>> a = np.moveaxis(a, 0, 2)
>>> a.shape
(275, 210, 370)