Update README.md

README.md

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 ## Dataset Details
 
 This dataset derives from [Coil100](https://huggingface.co/datasets/Voxel51/COIL-100). 
-There are more than 1,1M images of 100 objects. Each object was turned on a turnable through 360 degrees to vary object pose with respect to a fixed color camera. Images of the objects were taken at pose intervals of 5 degrees. This corresponds to 72 poses per object. Then planar rotation (9 angles) and  18 scaling factors has been applied.
+There are more than 1,1M images of 100 objects. Each object was turned on a turnable through 360 degrees to vary object pose with respect to a fixed color camera. Images of the objects were taken at pose intervals of 5 degrees. This corresponds to 72 poses per object. 
+*In addition* to the original dataset, planar rotation (9 angles) and  18 scaling factors have been applied so that there are no dependencies between factors.
 Objects have a wide variety of complex geometric and reflectance characteristics.
 
  
-This augmented version of Coil100 has been design for Disentangled Representation Learning for real images, the Factors of Variations are:
+This augmented version of Coil100 has been designed for Disentangled Representation Learning for real images, the Factors of Variations are:
 
 | Factors  | # values |
 |----------|----------|