Data augmentation only augments 1 image from directory

The code im trying to use to augment multiple images from my directory but when i run the code it only selects 1 image from the directory to augment. I want to augment all 15 images.

import keras  import cv2  import os  import glob  from keras.preprocessing.image import ImageDataGenerator, array_to_img, img_to_array, load_img  datagen = ImageDataGenerator(rotation_range =15,                            width_shift_range = 0.2,                            height_shift_range = 0.2,                             rescale=1./255,                            zoom_range=0.2,                            horizontal_flip = True,                            fill_mode = 'constant',                            data_format='channels_last',                            )       img_dir = "C:/Users/RODNEY/Desktop/School" #Enter Directory of all images   data_path = os.path.join(img_dir,'*g')  files = glob.glob(data_path)  data = []  for f1 in files:      img = cv2.imread(f1)      data.append(img)    x = img_to_array(img)  x = x.reshape((1,) + x.shape)    i = 0  path, dirs, files = next(os.walk("C:/Users/RODNEY/Desktop/School/"))  file_count = len(files) #to find number of files in folder    for data in datagen.flow (x, batch_size=1, save_to_dir =r'preview',save_prefix="School",save_format='png'):      i+=1      if i==5:        break  

https://stackoverflow.com/questions/66501957/data-augmentation-only-augments-1-image-from-directory March 06, 2021 at 11:03AM