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Lehigh University logo
Lehigh University logo

Adam Smiechowski

Real-Time Machine Learning For Symbols Recognition on Android Devices

Department: Industrial and Systems Engineering
Advisor: Martin Takáč

View: UGRS Research Poster (PDF)

Abstract:
As developments in computer hardware continue to advance, an increasing number of machine learning algorithms become feasible solutions to challenges in research and in industry. The purpose of this project is to develop machine learning algorithms capable of learning and subsequently recognizing an arbitrary 2-dimensional symbol and optimizing its own resource consumption to facilitate deployment on mobile devices with limited computational and memory capabilities.

About Adam Smiechowski:
Adam Smiechowski, a senior in the Integrated Business and Engineering program majoring in Computer Science and Engineering. Adam’s interests lay primarily in the areas of artificial intelligence, machine learning and operations research.