pixalate_img_ae.py

# get low resolution images for the training set
train_x_px = []

for i in range(train_x.shape[0]):
  temp = pixalate_image(train_x[i,:,:,:])
  train_x_px.append(temp)

train_x_px = np.array(train_x_px)


# get low resolution images for the validation set
val_x_px = []

for i in range(val_x.shape[0]):
  temp = pixalate_image(val_x[i,:,:,:])
  val_x_px.append(temp)

val_x_px = np.array(val_x_px)