<p>Growth in the demand of touch screen devices such as smartphones, tablets and PDAs on global</p>
<p>market is influencing the way we interact with computers. because of their architectural design</p>
<p>these devices does not include attached keyboards as a text entry mechanism rather they use their</p>
<p>screen as input device and let the user touch the screen to operate them. This text entry is mostly</p>
<p>similar to the traditional way of text entry. For example works that are usually done like text</p>
<p>entry are done using virtual keyboards which have same functionality as the hardware keyboard.</p>
<p>Amharic is the second most popular Semitic language in Africa and it is the working language of</p>
<p>Ethiopia. Despite its popularity no valid and workable research is found that can simplify the text</p>
<p>entry and input system of this language.</p>
<p>In Spite of rapid technology advancements, text entry on handheld devices is still inconvenient</p>
<p>since there is a chance of missing buttons due to their small size specifically input mechanism for</p>
<p>Amharic language the use of a keyboard is awkward due to the number of alphabets present in</p>
<p>the language. Recently developers are making different keyboard applications but that doesn't</p>
<p>seem to solve the problem.</p>
<p>Using the touch screen capabilities of handhelds input method which is similar to handwriting is</p>
<p>the best way to replace the current text entry approach. most people learn writing by using a pen</p>
<p>and a pencil not a keyboard so writing on a touchscreen device like you write on a piece of paper</p>
<p>is the natural and easiest way for the users .users can stroke their hand on a given canvas and the</p>
<p>application reads what they write .</p>
<p>Online handwriting recognition (OHWR) is getting renewed interest as it provides data entry</p>
<p>mechanism that is similar to natural way of writing.</p>
<p>This project mainly focuses on using this technique to solve the problem mentioned above. The</p>
<p>online handwriting recognition project is not new idea .in recent years many researchers are</p>
<p>adopting this method for their language use.</p>