docs

Author: elichad

federated-learning-profile.md

@@ -1,7 +1,7 @@
 # Federated Learning RO-Crate Profile
 
 Version: 0.1  
-Permalink: N/A – use draft link <https://esciencelab.org.uk/federated-learning-ro-crate-profile/federated-learning-profile.html>
+Permalink: N/A – use draft link <https://esciencelab.org.uk/federated-learning-ro-crate-profile/federated-learning-profile.html>  
 Authors:
 
 * Eli Chadwick, <https://orcid.org/0000-0002-0035-6475>

index.md

@@ -22,7 +22,7 @@ There is an example RO-Crate which follows the profile: [HTML preview](example-f
 
 ## Example crate details
 
-The example is based on a Flower process.
+The example crate represents the training of an image categorization model using Flower and PyTorch. The Flower configuration is based on the [Flower quickstart-pytorch tutorial](https://flower.ai/docs/framework/tutorial-quickstart-pytorch.html).
 
 ## Source code