Data Augmentation in Detectron 2

[VAIBHAVPATEL97]

Hello,
Does the detectron 2 does the data augmentation by default during the training or do we have to write the Data Augmentation in the code before starting the training of the network?.I want to use the default augmentation techniques which are mentioned in the documentation. Any leads are highly appreciated.