diff --git a/dcgan/README.md b/dcgan/README.md
index 2d28829cf1..469531282f 100644
--- a/dcgan/README.md
+++ b/dcgan/README.md
@@ -9,13 +9,13 @@ with the samples from the generative model.
 
 After every epoch, models are saved to: `netG_epoch_%d.pth` and `netD_epoch_%d.pth`
 
-##Downloading the dataset
+## Downloading the dataset
 You can download the LSUN dataset by cloning [this repo](https://github.com/fyu/lsun) and running
 ```
 python download.py -c bedroom
 ```
 
-##Usage
+## Usage
 ```
 usage: main.py [-h] --dataset DATASET --dataroot DATAROOT [--workers WORKERS]
                [--batchSize BATCHSIZE] [--imageSize IMAGESIZE] [--nz NZ]