import numpy as np
import matplotlib.pyplot as plt
try:
    from scipy import misc
except ImportError:
    !pip install scipy
    from scipy import misc

import tensorflow as tf
import numpy as np
import imageio
import matplotlib.pyplot as plt
try:
    from scipy import misc
except ImportError:
    !pip install scipy
    from scipy import misc

training_size = 265
col_row  = 400
img_size = 250*250
training_data = np.empty(shape=(training_size, 250*250))

import glob
i = 0
for filename in glob.glob('D:/TensorPalms/Train/*.jpg'):
    #image = imageio.imread(filename)
    image = np.array(Image.open(filename))
    image1 = image[:,:, np.newaxis]
    image2 = tf.Session().run(tf.image.resize_image_with_crop_or_pad(image1, 250, 250))
    image3 = image2[:,:,0]
    print(image3.shape)
    plt.imshow(image3)
    plt.show()
    training_data[i] = image3.reshape(-1)

    i+=1