Year 2020
Air Keyboard based on Hand Pose Recognition
We propose a combination of 3 deep learning models to estimate the key which you want to press based on the hand poses which is taken with one RGB camera.
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Year 2019
Problem Selection for Efficient Studying
We proposed a method for learning efficiently when studying mathematics. Focusing on the dependency of the problem, we measured the efficiency of problem selection.
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Color Filling using Deep Learning
I worked on the experiment that creators can easily complete incomplete coloring which occurs while painting by deep learning.
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Neural Networks for Airfoil Estimation and Their Web Interface
I developed Neural Networks for airfoil estimation, and the NN performed 1000x faster than conventional analysis. In addition, I developed web interface of the NN for airplane novices.
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Translating Illustration into Line Drawings by Supervised Learning
I worked on the experiment that the model would be able to generate line image of characters from its illustration automatically using deep learning. Adding to typical loss function, I used 'perceptual loss' to raise accuracy of the model.
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