Update README.md

Author: sushant097

README.md

@@ -37,7 +37,7 @@ Use Convolutional Recurrent Neural Network to recognize the Handwritten line tex
 * Only needed the lines images and lines.txt (ASCII).
 * Place the downloaded files inside data directory  
 
-###### The Trained model is not available right now. You can trained it by yourself.
+###### The Trained model is available and download from this [link](https://drive.google.com/file/d/10HHNZPqPQZCQCLrKGQOq5E7zFW5wGcA4/view?usp=sharing). The trained model CER=8.32% and trained on IAM dataset with some additional created dataset.
 
 
 To Train the model from scratch
@@ -71,8 +71,10 @@ With Correction clothed leaf by leaf with the dioappoistmest
 ![PredictionOutput](images/PredictionOutput.png?raw=true "Prediction Output on Self Data")
 
 # Further Improvement
-* Line segementation can be added for full paragraph text recognition.
+* Line segementation can be added for full paragraph text recognition. For line segmentation you can use A* path planning algorithm or CNN model to seperate paragraph into lines.
 * Better Image preprocessing such as: reduce backgoround noise to handle real time image more accurately.
 * Better Decoding approach to improve accuracy. Some of the CTC Decoder found [here](https://github.com/githubharald/CTCDecoder)  
 
-*This is part of my last semester project of Computer Science Program From Tribhuvan University. July 2019*
+Feel Free to improve this project with pull Request.
+
+*This is part of my last semester project of Computer Engineering From Tribhuvan University. July 2019*