HomeDownload
|
Vedvarsha is a
program that can be used for handwriting script recogniton and OCR. It
is based on neural networks and uses the Syntactic Neural Network Library.
It has a decently high rate of sucess, however extensive training needs
to be done before use, with atleast 50 - 100 different samples of
various people's handwriting using the software. Due to this, we plan
to modify the current software into a client server model. As neural
networks for large data is very computationally intensive, the client
server model will allow highly configured servers to process the data
and return the accurate output to the clients. This project was not created with the intention of using handwriting recognition for security purposes, instead it was created so that people can use it to communicate in local languages. For example, certain languages have more than 26 alphabets, so typing documents using conventional keyboards with different hotkeys for different letters is not easy. Howerver VedVarsha uses a GUI that allows the user to "draw" his letter on something like a slate. He right clicks after every letter, and the letter is processed and saved and sent to the pattern recognition neural network model which outputs a code that is decoded into the correspondig letter, drawn. The project was started around August 2005, and is still in its infancy, though a proper working version is available. The GUI is done using QT. Any questions, requests and requests can be sent to: oper17 DOT inc AT gmail DOT com |