2014
Meera S. Hahn
I am a current rising Junior at Emory University in Atlanta, Georgia where I am pursuing a B.S. in Computer Science. While studying robotics I became interested in the software that handles analysis of sensory input. I also became particularly interested in how these systems can use machine learning to improve themselves over time. The project that I am currently pursuing is to develop a tracker that uses deep networks to extract features. Using machine learning we are able to establish better feature maps of the target than a tracker that uses handcrafted features such as HOG or Color-Histogram. We tried methods including autoencoders, deep neural networks and convolutional neural networks, in order to train the classifier for our tracker. Check out the weekly presentations below to learn more about the project or to see my development progress.
Weekly Presentations
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