README.md edited online with Bitbucket

README.md

@@ -5,14 +5,20 @@ This repository is about **Optical Character Recognition using Kohonen Map , als
 According to wikipedia: *"A self-organizing map (SOM) or self-organizing feature map (SOFM) is a type of artificial neural network (ANN) that is trained using unsupervised learning to produce a low-dimensional (typically two-dimensional), discretized representation of the input space of the training samples, called a map. Self-organizing maps are different from other artificial neural networks in the sense that they use a neighborhood function to preserve the topological properties of the input space."*
 [http://en.wikipedia.org/wiki/Self-organizing_map](http://en.wikipedia.org/wiki/Self-organizing_map)
 
-Using Mr Jeff Heaton Book, we used the code of the Self Organizing Map chapter and changed the view to libGDX and we are attempting to make it more didactic for students.
+This project is based on Heaton, Jeff. Introduction to neural networks with java,2nd ed. Heaton Research. October,2008. , we are attempting to use the OCR with SOM project from the book and improve it to make it more didactic  for students.And also able to run on android.
 
+Picture 1 : Main Screen
 ![mainscreen.png](https://bitbucket.org/repo/kn7Knb/images/2415062879-mainscreen.png)
 
+
+Picture 2: Adding Letter to the program
 ![AddLetter A.png](https://bitbucket.org/repo/kn7Knb/images/3307402607-AddLetter%20A.png)
 
+Picture 3: Neural Network (SOM) Trained 
 ![Trained.png](https://bitbucket.org/repo/kn7Knb/images/2680595927-Trained.png)
 
+
+Picture 4: Recognizing letter X
 ![RecognizeX.png](https://bitbucket.org/repo/kn7Knb/images/3564849924-RecognizeX.png)
 
 * Quick summary