diff --git a/README.md b/README.md
index e95fad1..ea31033 100644
--- a/README.md
+++ b/README.md
@@ -104,16 +104,23 @@ pip install -r requirements.txt
 
 **2. Data Preparation**
 
-Download the MSRS dataset from [this link](https://github.com/Linfeng-Tang/MSRS) and place it in the folder ``'./MSRS_train'``.
+Download the MSRS dataset from [this link](https://github.com/Linfeng-Tang/MSRS) and place it in the folder ``'./MSRS_train/'``.
 
 **3. Pre-Processing**
 
 Run 
-```python dataprocessing.py``` and the processed training dataset is in ``'./data/MSRS_train_imgsize_128_stride_200.h5'``.
+```
+python dataprocessing.py
+``` 
+and the processed training dataset is in ``'./data/MSRS_train_imgsize_128_stride_200.h5'``.
 
 **4. CDDFuse Training**
 
-Run ```python train.py``` and the trained model is available in ``'./models/'``.
+Run 
+```
+python train.py
+``` 
+and the trained model is available in ``'./models/'``.
 
 
 ## CDDFuse