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RandAugment

TF 2.16, Keras 3, alternatives for deprecated ImageDataGenerator

These days I started again to work with ResNets and images. To improve accuracy e.g. for classification projects the test on evaluation datasets is the only thing that counts regarding accuracy. One should use some form of data augmentation, best statistically during training, to prevent overfitting of a model. In the past I have often used Keras’ ImageDataGenerator. ImageDatagenerator is “deprecated” in Keras 3 DataImageGenerator was an easy to use tool. With Keras 3 it is now classified “deprecated”. I do not regard this as… Read More »TF 2.16, Keras 3, alternatives for deprecated ImageDataGenerator