Update README.md

README.md

@@ -50,7 +50,7 @@ The only augmentations applied were HorizontalFlips and Rotations (10 degrees) t
 
 ### Finetuning Data
 
-The training data consist of a subset of the cub-200-2011 dataset, https://paperswithcode.com/dataset/cub-200-2011.
+The finetuning data is a subset  of the cub-200-2011 dataset, https://paperswithcode.com/dataset/cub-200-2011.
 We finetuned the model on 3533 samples of the labeled dataset we were given, stratified on the label (7066 including augmented images).
 
 
@@ -72,9 +72,9 @@ We finetuned the model on 3533 samples of the labeled dataset we were given, str
 *parameters were intentionally left out because of poor results
 
 ## Evaluation Data
-The evaluation data consist of a subset of the cub-200-2011 dataset, https://paperswithcode.com/dataset/cub-200-2011
+The evaluation data is a subset of the cub-200-2011 dataset, https://paperswithcode.com/dataset/cub-200-2011
 We evaluated the model on 393 samples of the labeled dataset we were given, stratified on the label.
 
 #### Testing Data
 
-The testing data consist of an unlabeled subset of the cub-200-2011 dataset, https://paperswithcode.com/dataset/cub-200-2011 of 4000 images. 
+The testing data is a subset of an unlabeled subset of the cub-200-2011 dataset, https://paperswithcode.com/dataset/cub-200-2011 of 4000 images.