Copy-paste aug implementation was taken from this awesome repository. Original paper is Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
Copy-paste augmentation in detectron2 pipeline is presented in detectron2_copypaste.ipynb. You can also add any augmentation from albumentations.
I will add more information in Readme and my code soon.