loading an image from cifar-10 dataset

Question

I am using cifar-10 dataset for my training my classifier. I have downloaded the dataset and tried to display am image from the dataset. I have used the following code:

Answer 1

single_img_reshaped = single_img.reshape(3,32,32).transpose([1, 2, 0])

Answer 2

I used

single_img_reshaped = np.transpose(np.reshape(single_img,(3, 32,32)), (1,2,0))

to get the correct format in my program.

Answer 3

Since Python uses the default C-like indexing order (row-major order), it can be forced to work in column-major order:

import numpy as np
import matplotlib.pyplot as plt

# I assume you have loaded your data into x_train (see some tutorial)

data = x_train[0, :] # get a row data
data = np.reshape(data, (32,32,3), order='F' ) # Fortran-like indexing order
plt.imshow(data)