Augmentations with visual attention models

Hey folks ,

I have been training a visual attention model for image retrieval .

Is it advisable to use randomcropping augmentation with attention mechanism as i think randomcropping will distort the attention mechanism because we are creating random crops out of the image but the inference is done on the entire image.

Please correct me if I am wrong.

attention deeplearning