Data Augmentation
CaptainAlready opened this issue · comments
Very nice structured paper and code as well, congrats! I have a question: It appears that you perform the data augmentation before splitting into train, test and validation sets. Wouldn't that lead to data leakage into the test and validation sets? Thanks!
Thanks for the comment. I agree with your concern about augmenting the validation and test data. However, I want to clarify that we have done the augmentation on the training set only...not on the other two sets. In this code, I have just given the basic flow of the deep learning model and training testing part. However, all the augmentation and other parts are not provided in the code
Perfect! Great job!
Thank you