In [1]:

    

import numpy as np
from PIL import Image

src_path = "data/src/lena.jpg"
img = Image.open(src_path).convert('RGB')


    

In [2]:

    

print(type(img))


    

    




<class 'PIL.Image.Image'>

In [3]:

    

print(img.size)  # (width, height)


    

    




(400, 225)

In [4]:

    

# PIL Image to ndarray
arr = np.array(img)
print(type(arr))


    

    




<class 'numpy.ndarray'>

In [5]:

    

print(arr.shape)  # (height, width, channel)


    

    




(225, 400, 3)

In [6]:

    

# ndarray to PIL Image
img2 = Image.fromarray(np.uint8(arr))
print(type(img2))


    

    




<class 'PIL.Image.Image'>