Reading Multiple tiff files in python from a folder

Question

I have a folder containing 10K tiff files, how can i import all the files using python so that i can do some predictive modelling.

thanks NK

Answer 1

Use the following approach:

import os 
from PIL import Image
import numpy as np

dirname = 'tiff_folder_path'
final = []
for fname in os.listdir(dirname):
    im = Image.open(os.path.join(dirname, fname))
    imarray = np.array(im)
    final.append(imarray)

final = np.asarray(final) # shape = (60000,28,28)