Thank you so much for your help. The dataset contains 884 images. For each image in the dataset I need to generate 3000 new images rotated and translated randomly with related bounding boxes without storing them for training. But I do not know how generate exactly 3000 transformed image for each image and consequently how these transformations are reflected in the number of samples.