Hand gesture recognition
a) Implementation of pattern recognition using Neural Network into MATLAB.
b) The implemented system should able to perform classification correctly.
c) The implemented application should be user friendly enough for anyone to use.
d) System should be able to get static image through the webcam and perform the classification.
The aim of this project is creating visual biased analysis application to perform Hand Gesture Recognition of American Sign Language (ASL). This project is able to recognize a few hand gestures of ASL such as hand gestures for letter A, B, C and number 1, 2 ,3 and etc successfully without any error regardless the person hand sizes and other external causes.
This project should not involve any other external part/hardware except computer equipped with webcam. This is to keep the cost minimum and everyone able to own and use this application easily.
Since this project is limited the hardware part to computer and webcam, we just need to consider the software and programming parts. There are few software can perform hand gesture recognition such as MATLAB, Microsoft Visual C#, Microsoft Visual C++, and Microsoft Visual Basic with correct way of programming but the most common software are MATLAB and Microsoft Visual C#. Both are very powerful tools.
This project is based on MATLAB software. MATLAB is chosen over Microsoft C# because (MATLAB is perfect for speeding up development process which it allows user to work faster and concentrate on the results rather on the design of the programming.
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