Update README.md

README.md

@@ -21,14 +21,14 @@ A collection of reference images and image sequences along with the correspondin
 
 ### Dataset Description
 
-Current version of the dataset includes a limited set of data for Neural Super Sampling (see [NSS model](https://huggingface.co/Arm/neural-super-sampling) for more detail). The main purpose is to demonstrate how the [NSS model development flow](https://github.com/arm/neural-graphics-model-gym) works. It is not designed to provide a comprehensive dataset for complete model (re)training. Future releases of the [Neural Graphics Model Gym](https://github.com/arm/neural-graphics-model-gym) will provide tools to capture and convert content for use in model training and retraining. 
+The current version of the dataset includes a limited set of data for Neural Super Sampling (see [NSS model](https://huggingface.co/Arm/neural-super-sampling) for more detail). The main purpose is to demonstrate how the [NSS model development flow](https://github.com/arm/neural-graphics-model-gym) works. It is not designed to provide a comprehensive dataset for complete model (re)training. Future releases of the [Neural Graphics Model Gym](https://github.com/arm/neural-graphics-model-gym) will provide tools to capture and convert content for use in model training and retraining. 
 
 - **Curated by:** Arm Limited
 - **License:** [Arm_AI_Model_Community_License](https://huggingface.co/datasets/Arm/neural-graphics-dataset/blob/main/Arm_AI_Model_Community_License_v1_0_PRE-1154.pdf)
 
 ### Dataset Sources
 
-Dataset was captured from [Amazon Lumberyard Bistro](http://developer.nvidia.com/orca/amazon-lumberyard-bistro) scene implemented in [Unreal Engine](https://www.unrealengine.com/)
+The dataset was captured from [Amazon Lumberyard Bistro](http://developer.nvidia.com/orca/amazon-lumberyard-bistro) scene implemented in [Unreal® Engine](https://www.unrealengine.com/)
 - **Original asset location:** [Morgan McGuire, Computer Graphics Archive, July 2017](https://casual-effects.com/g3d/data10/research/model/bistro/Exterior.zip)
 
 ## Dataset Structure
@@ -63,7 +63,7 @@ The training set contains 100 frames worth of data. It is intended for use with
 
 ## More Information
 
-For more information about the Neural Super Sampling and a pre-trained model check NSS model [here](https://huggingface.co/Arm/neural-super-sampling) 
+A pre-trained Neural Super Sampling model can be accessed from the [NSS model card](https://huggingface.co/Arm/neural-super-sampling) 
 
 ## License