This paper discusses a new system that combines the Image processing methods along with the data mining classification algorithm which is a new trend called as image mining. Data mining is evolving in various fields such as satellite images, medical images, object specific images etc. A lot of researchers have worked on determining the marathi characters more efficiently, problem listed during this work are the styles of writing, strokes, aspect ratio etc. Devnagari has marathi as one of its complicated language which has barakhadi as its characteristic part. This diversity gives a wide scope for research out of which devnagari script has been chosen for studying its problems and solutions for those problems. India itself has 11 different scripts and each script has its own subscripts. Character recognition is an emerging area for research in terms of different languages spoken all over the world and the associated writing of them.
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