[python] ValueError: cannot reshape array of size 30470400 into shape (50,1104,104)

I am trying to run threw this Tutorial http://emmanuelle.github.io/segmentation-of-3-d-tomography-images-with-python-and-scikit-image.html

where I want to do a Segmentation of 3-D tomography images with Python.

I'm struggling directly in the beginning, with reshaping the image.

This is the code:

%matplotlib inline

import numpy as np

import matplotlib.pyplot as plt 

import time as time 

data = np.fromfile('/data/data_l67/dalladas/Python3/Daten/Al8Cu_1000_g13_t4_200_250.vol', dtype=np.float32)

data.shape

(60940800,)

data.reshape((50,1104,104))

--------------------------------------------------------------------------- ValueError Traceback (most recent call last) in () ----> 1 data.reshape((50,1104,104))

ValueError: cannot reshape array of size 30470400 into shape (50,1104,104)

Can somebody help me out?

This question is related to python numpy reshape

The answer is


It seems that there is a typo, since 1104*1104*50=60940800 and you are trying to reshape to dimensions 50,1104,104. So it seems that you need to change 104 to 1104.


In Matrix terms, the number of elements always has to equal the product of the number of rows and columns. In this particular case, the condition is not matching.


data.reshape((50,1104,-1))

works for me


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