did last week:
wrote several programs that enable the system to learn.
One is called evaluate and another one validate. The
first one takes input from the user and compiles gesture
*.dat files from them. It eliminates outliers, calculates
the average value, std. deviation and max. and min.
values. judging from the std. dev. it makes a judgement
about how well the gesture will be recognized. Then there
is the second program. Its task is a bit more difficult.
It has to ensure that the gestures are compatible with
each other (not all gestures are. For a discussion follow
I also wrote a program that compiles a whole training-set
and does the evaluation and validation automatically.