image_list = []
new_file_list = []
for root, _, file_list in os.walk(predict_dir):
new_file_list += [file for file in file_list if ".nfs" not in file]
new_file_list.sort(key= lambda x:int(x[:-4]))
for file in new_file_list:
# print (new_file_list)
image = os.path.join(root, file)
temp_image = Image.open(image).convert('L')
temp_image = temp_image.resize((64, 64), Image.ANTIALIAS)
temp_image = np.asarray(temp_image) / 255.0
image_list.append(temp_image)
image_list = np.asarray(image_list)
temp_image = image_list.reshape([len(new_file_list), 64, 64, 1])
