Update README.md

README.md

@@ -12,20 +12,18 @@ This is the implementation of our paper **PFENet: Prior Guided Feature Enrichmen
 
 ### Datasets and Data Preparation
 
-+ PASCAL-5i is based on the PASCAL VOC 2012 (http://host.robots.ox.ac.uk/pascal/VOC/voc2012/) and SBD (http://home.bharathh.info/pubs/codes/SBD/download.html) where the val images should be excluded.
+Please download the following two datasets:
 
-+ COCO: https://cocodataset.org/#download.
++ PASCAL-5i is based on the [**PASCAL VOC 2012**](http://host.robots.ox.ac.uk/pascal/VOC/voc2012/) and [**SBD**](http://home.bharathh.info/pubs/codes/SBD/download.html) where the val images should be excluded.
+
++ [**COCO 2014**](https://cocodataset.org/#download).
 
 This code reads data from .txt files where each line contains the paths for image and the correcponding label respectively. Image and label paths are seperated by a space. Example is as follows:
 
     image_path_1 label_path_1
-
     image_path_2 label_path_2
-
     image_path_3 label_path_3
-
     ...
-
     image_path_n label_path_n
 
 Then update the train/val/test list paths in the config files.