Da Huo
Projects
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Image Classification
CS440• Designed features for digit recognition problems and face recognition problems.
• Implemented feature extration programs for images used in project.
• Implemented Naive Bayes Classifier and Perceptron Classifier for both digit recognition and face recognition.
• Compared the performance of each algorithm under different amount of training data.
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Fast Trajectory Replanning
CS440• Implemented DFS Maze Generation algorithm to generate agent environment.
• Implemented repeated forward A* algorithm and repeated backward A* algorithm for agent path planning.
• Implemented Adaptive A* algorithm for agent path planning.
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Hotel Reservation System
CS336• Implemented web server using Node.js and Express framework.
• Created database for the system using MySQL and connected MySQL with the server.
• Designed protocol with teammates and achieved data transfer HTTP Requests.