I have following statement
self.__Dir_Data = tf.keras.preprocessing.image_dataset_from_directory(self.__Dir_Path ,validation_split = 0.1 ,subset="training", seed = 1, labels='inferred', label_mode='int' ,batch_size=32 ,image_size=(124, 124))
I would like to extract from following Dir Data, separate Validation Data
Greetings DA
Advertisement
Answer
in the call to image_dataset_from_directory, set subset=’training for the train dataset and set it to ‘validation’ for the validation set as shown below
train_data=tf.keras.preprocessing.image_dataset_from_directory(self.__Dir_Path ,validation_split = 0.1 ,subset="training", seed = 1, labels='inferred', label_mode='int' ,batch_size=32 ,image_size=(124, 124)) validation_data=tf.keras.preprocessing.image_dataset_from_directory(self.__Dir_Path ,validation_split = 0.1 ,subset="validation", seed = 1, labels='inferred', label_mode='int' ,batch_size=32 ,image_size=(124, 124))