Update README.md

README.md

@@ -93,10 +93,18 @@ url={https://openreview.net/forum?id=Q93yqpfECQ}
 
 ## Download Images
 To get the images:
-1. Download all image parts `images/images.tar.gz.part*`
+1. Download all image parts from `images` directory.
 2. Join the parts into a single archive file `cat images/images.tar.gz.part* > images/images.tar.gz`
 3. Extract the archive `tar xvzf images.tar.gz`
 
+## Download Pre-computed Embeddings
+To get the embeddings:
+1. Download all image parts from the `features` directory. `frcnn_feats` are Faster-R-CNN Features, `clip_ViT-B-16` are CLIP embeddings. For more information, please refer to the paper.
+2.1. Join the parts into a single archive file `cat features/clip_ViT-B-16_embs.tar.gz.part_* > features/clip_ViT-B-16_embs.tar.gz`
+2.2. Join the parts into a single archive file `cat features/frcnn_feats.tar.gz.part_* > features/frcnn_feats.tar.gz`
+3.1. Extract the archive `tar xvzf features/clip_ViT-B-16_embs.tar.gz`
+3.2. Extract the archive `tar xvzf features/frcnn_feats.tar.gz`
+
 ## Columns
 
 | ColumnId			| Description																| Datatype	|