the year I mean I think you can still some augmentations are pretty clearly still valid if you just changed the color for example the object detection is still going to be valid you're not transforming or rotating removing anything outside of a box so I think that would that's one approach you could take and and I think color augmentation was one of the strategies that that they used for the image data sets so maybe we'll cap it there thanks very much for your attention there's some pendeks that's all and that's it