I would like to build a custom image dataset. Let’s say my dataset contains 100 images and its labels. I would like to create a new dataset with 2 augmentations for every image and include its labels too.
so, the dataset should contain 100 original images and labels + 100 images of some augmentation and labels + 100 images of some other augmentation and labels.
so, each label is repeated 3 times i.e. one for original and 2 for augmented images.