Update README.md

README.md

@@ -54,5 +54,7 @@ These two folders represent the 2 major pipelines in the manuscript: Physics con
     ix) `v20251023_181_lower_guidance_9point0`: Lower guidance scale of 9.0 used in model training
 
     
+Note: 1) The datasets in the manuscript are augmented using rotations to increase the training size for model training. All the datasets here are non-augmented. Instructions on how to augment the dataset are outlined in the github repo. 
+2) Supplementary Figure 13 in the manuscipt involves the use of experimental images. To run this model, the appropriate images can be downloaded from the sim_to_exp_diffusion dataset.