将 Tiff 文件转换为 JPG 或 Png python

Question

Hi i am trying to convert the Tiff file into png or jpg file but the ouput that i am getting is noisy and not what i expected. Below is the code that i have tried:

from PIL import Image
im = Image.open('/content/img.tif')
import numpy as np
imarray = np.array(im)
print(imarray)
from matplotlib import pyplot as plt
plt.imshow(imarray, interpolation='nearest')
plt.show() # To see how the tiff file looks like
import cv2
from PIL import Image, ImageOps
img = (np.maximum(imarray, 0) / imarray.max()) * 255.0
print(img)
img = 255 - img #Inverting the pixel
print("********************************************************************")
print(img)
img = Image.fromarray(np.uint8(img))
img.save(f'/content/img.png')

please find the sample tiff file here

https://drive.google.com/file/d/1Gfyo4dCo_4pfYvUn6_a6lD0SfxZOzUwK/view?usp=sharing

Output png/jpg image i was getting is this

Can anyone please help me in converting the tiff into jpg or png

Thanks

Answer 1

The code below worked for me to read.tiff image and save layers as.jpeg:

from PIL import Image, ImageSequence
#open tiff image 
im = Image.open("YOUR IMAGE PATH")
#navigate to the folder were the layers are going to be saved 
%cd YOUR DIRECTORY

#loop over layers and export jpeg instances
for i, page in enumerate(ImageSequence.Iterator(im)):
    page.mode = 'I'
    page.point(lambda i:i*(1./256)).convert('L').save(str(i)+'.jpeg')