Update README.md

README.md

@@ -19,12 +19,12 @@ If you use this code, please cite our paper given below:
 ```
 ## Detection strategy introduced in S2-cGAN.
 <!--![](test.png)-->
- The following Illustration represents  the change detection strategy introduced within the proposed S2-cGAN
+ The following Illustration represents  the change detection strategy introduced by S2-cGAN
 <img src="test.png"  width="500" height="300">
 
 ## Change Detection output
-Here you can see an example of the score maps associated to different pairs of patches and its comparison to the ground-truth
-<img src="eval_example.png"  width="300" height="300">
+On this section you can see an example of the score maps associated to different pairs of patches, and its comparison to the ground-truth
+<img src="eval_example.png"  width="400" height="400">
 
 ## Prerequisites
 * The code is tested with Python 3.7, PyTorch 0.4.1 and Ubuntu 18.04.