its late though …
but for those who are still facing same problem … try this

  
      
      GitHub
  
  
    

Paperspace/DataAugmentationForObjectDetection 210

Data Augmentation For Object Detection. Contribute to Paperspace/DataAugmentationForObjectDetection development by creating an account on GitHub.