Welcome to Earlham CS Senior Capstone Experience.

My name is Kenny Shema, and I am a class of 2025 student pursuing a major in Computer Science and Economics. Project: My project consists of a personalized music recommendation system that uses real-time heartbeat data to suggest songs matching … Read More

Introduction My name is Helena Aleluya José, and I’m an international student from Angola. I’m also a Computer Science and Theater double major, and an African and African-American Studies and Creative Writing double minor. As both a computer scientist and … Read More

Pet identification is important for veterinary care, pet ownership,and animal welfare and control. This proposal presents a solutionfor identifying dog breeds using dog images. The proposed methodapplies a deep learning approach to identify the dog breeds. Thestarting point for this … Read More

https://drive.google.com/file/d/1yBK7uZNzXtXtgwcIjN8yK_OHUAvJ-nBo/view?usp=sharing

https://drive.google.com/file/d/15QPCIknb-98ExVGaiHMRalbu-9zoQ7Dg/view?usp=sharing

The new version is the one used for the project but ver 5 was the last version to still include the sources for pitch A.

Abstract: This paper presents the structure and design of a novel open-source textual database named the Brick Database for Minecraft settlements. Aimed at addressing the current lack of comprehensive datasets for model training in the Generative Design in Minecraft Competition … Read More

Machine learning to automatized music composition This project aims to build a system that uses machine learning algorithms to generate original music compositions based on original ones. This project will be studying machine learning techniques for pattern recognition.  The feedback … Read More

Idea #1  My research question:  What algorithms can be used to simulate policy making? Public policy should obviously be for all citizens, but people often feel that their voices and real needs are not reflected in policy. In my home … Read More

Facial Expression Recognition: This pitch will focus on facial expression recognition (FER) using convolutional neural networks (CNNs), which helps people with difficulties in communication, analyzes human’s emotion, and helps with development of AI in supporting humans during their daily life. … Read More

Pitch 1: Reduce the encounter of local minima in heuristic search space. In the heuristic search space of heuristic algorithms, there are areas where the nodes appear to be closer to the goal state, but when the algorithm encounters these … Read More