diff --git a/README.md b/README.md
index dc5a6c6..a0fa806 100755
--- a/README.md
+++ b/README.md
@@ -76,7 +76,23 @@ To install, either download / clone this repository. Open a new terminal, `cd` i
 
     python setup.py develop
 
-**Downloading Datasets:** TO BE UPDATED
+**Downloading Datasets:**
+
+Follow the steps below to download the different datasets: 
+* Create a folder named `mnist_data` in `ar-vae/data/` directory. Download the morpho-mist data from this [link](https://drive.google.com/uc?export=download&id=1-E3sbKtzN8NGNefUdky2NVniW1fAa5ZG) and copy the folder named `plain` to the created `mnist_data` folder.
+* Create a folder named `dsprites` in `ar-vae/data/` directory. Clone [this](https://github.com/deepmind/dsprites-dataset) repository and copy its contents to the created `dpsrites` folder.
+* Download the `.zip` file linked [here](https://drive.google.com/file/d/1yvkm0ebyG3XAZ97ZRaiumFUAmlXkY1bA/view?usp=sharing). Unzip it and place the `datasets` and `folk_raw_data` folders in the `ar-vae/data/` directory.
+The final `ar-vae/data/` directory should have the following sub-directories:
+```
+ar-vae/data
+    --> dataloaders
+        --> morphomnist
+    --> datasets
+    --> dpsprites
+    --> folk_raw_data
+    --> mnist_data
+        --> plain
+```
 
 ### Contents
 The contents of this repository are as follows: