Welcome to Earlham CS Senior Capstone Experience.

Pitch #1 Style transfer and Image manipulation Given any photo this project should be able to take any art movement such as Picasso’s Cubism and apply the style of the art movement to the photo. The neural network first needs … Read More

After finish the annotated, I narrowed down to 1 idea to write the literature review. All 3 of my ideas related to machine learning, however I would choose the idea that I feel excited the most and feel motivate the … Read More

Idea 1: Masked Face Detection: Introduction: Due to the fact that the virus that causes COVID-19 is spread mainly from person to person through respiratory droplets produced when an infected person coughs, sneezes, or talks, it is important that people … Read More

Idea 1: Masked Face Detection: Citation 1: Detecting Masked Faces in the Wild with LLE-CNNs S. Ge, J. Li, Q. Ye and Z. Luo, “Detecting Masked Faces in the Wild with LLE-CNNs,” 2017 IEEE Conference on Computer Vision and Pattern … Read More

Artificial Neural Networks in Image Processing for Early Detection of Breast Cancer MEHDY, M. M., P. Y. NG,  E. F. SHAIR, N. I. SALEH, CHANDIMA GOMES.2017. Artificial neural networks in image processing for early detection of breast cancer. Computational and … Read More

Idea 1: Masked Face Detection:Introduction: Due to the fact that the virus that causes COVID-19 is spread mainly from person to person through respiratory droplets produced when an infected person coughs, sneezes, or talks, it is important that people should … Read More

1. Fake news/unreliable source detection Fake news detection algorithm would be an improved version of detecting unreliable sources. For this, I would need to come up with a database of credible data and identify the trustworthiness of the source based … Read More

First Idea: Peer-to-peer chat webapp This app allows two(or more) people to instantly and directly connect with each other and exchange messages without any third party authorization. It operates completely on a peer-to-peer network, established among the users. This solves … Read More

CS 388 David Barbella Yujeong Lee 1) Sentiment Analysis on Popular Fiction Books (Data Science)  Research topic/question: People have long discussed “formulas” for writing successful narrative fiction, such as the three-act structure or the hero’s journey, both models that follow … Read More

Pitch #1 Style transfer and Image manipulation Given any photo this project should be able to take any art movement such as Picasso’s Cubism and apply the style of the art movement to the photo. The neural network first needs … Read More

Use deep reinforcement learning to tune the hyperparameters (learning rate, lambda – regularization parameter, number of layers, number of units in each layer, different activation functions) of a Neural Network. The overall cost function of RL agent will include the … Read More

Link to project on GitLab: https://gitlab.cluster.earlham.edu/senior-capstones-2020/lmgray16-senior-capstone

https://drive.google.com/open?id=1fUOLlG9baN0_dGJD2Bqx9DcA0nGyknnr

https://drive.google.com/open?id=1iGPypP3wVsY4e4imky32K2UHwgpfiuDN

yuqian_presentation.mp4 A smaller file with lower quality