Shriphani Palakodety
In Pursuit of Truth and Beauty
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machine learning

Predicting Which Hiragana Character You're Drawing

By shriphani on January 24, 2012

I tried to take a shot @ the problem shown above. Turns out just high-school level math is sufficient to make a decent classifier for this. In the Japanese alphabet(s), a character is composed of strokes. These strokes have a fixed order. This restriction is pretty much all you need. I grab the stroke's end [...]

Posted in Computer Science, Mathematics | Tagged ai, artificial intelligence, c#, classifier, Computer Science, cs, github, hiragana, japanese, machine learning, nearest-neighbor | 2 Responses

Communicating Through Fingertips - Finger Gesture Recognition Using Depth Data

By shriphani on December 10, 2011

In Prof. Vishy's ML class (cs 590 - top notch course, top notch professor), we don't have a final and instead we are supposed to apply ML to a problem we find interesting. Microsoft gave all of us interns a Kinect this summer so I decided to put it to some use (I don't have [...]

Posted in Computer Science, Daily life, Mathematics | Tagged American Sign Language, ASL, Computer Science, depth, Gestures, kinect, machine learning, Microsoft Kinect, Natural User Interfaces, vision | 2 Responses

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