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Abstract: The handwriting recognition system plays a very important role in today’s world. At present time it is very difficult to find correct meaning of handwritten documents. we need to recognize handwritten notes recognition and doctor prescription. In this project is recognition the main use of scan the handwritten notes concentrated in finding the handwritten content in the document and converting it into digital form. A handwriting recognition system can be used to solve many complex problems and can make human’s work easy. There are many applications where we need hand writing recognition system like bank cheque, postal addresses, and form documents. In all the techniques main stage is feature extraction. This project may be used in all the other fields and can be helpful in converting handwritten text into typed format.