mjschaub Goto Github PK

3d-facial-reconstruction

Used photometric stereo methods to recreate a height map for images of faces and then estimate the 3D reconstructions and display them.

bioproj

Bioinformatics Class Project

blackjack-game

An online multiplayer blackjack game made in java

chess-game

A chess game made in java that keeps track of score between two players, you may undo moves, and has two custom pieces that may be added.

classifying-accelerometer-data

Uses a dataset of 14 different activites of sequences of accelerometer data and using hierarchical kmeans clustering along with histograms to then train the nearest neighbor and random forest to determine which activity the current sequence is a part of.

convolutional-neural-network-stuff

expectation-maximization

Using the EM algorithm to figure out the frequency of certain words used in each document

k-means-clustering

A k-means clustering and analysis done on observations in the iris dataset: https://archive.ics.uci.edu/ml/datasets/Iris

mean-field-approximation

Using mean-field approximation on the MNIST dataset with errors contained in the digits and correcting them.

multilayer-perceptron

implementation of a perceptron and MLP in python

naive-bayes

some work done with naive bayes and decision forests with the mnist dataset

pong-game

Our creation of a pong game with AI

portfolio-site

A portfolio site for the assignments in my programming studio class made in python with flask and has bootstrap for styling. Includes some jquery to handle the comment sections as well.

principal-component-analysis

PCA work with the cifar-10 dataset

python-game-project

a group project in high school where we created a 2d maze game in python with pathfinding algorithms

regressions

linear and log regression analysis for different datasets including dataset giving different features of a human body to predict age.

rgb-image-alignment

Took the RGB filters for images and using the SSD of different features, overlayed the layers on top of each other to recreate the color image

scale-space-blob-detection

Used Laplacian of Gaussian filter and a scale space along with nonmaximum suppression to detect blobs in the pictures and the relative intensities

showchat

A website made with Node, Express, Angular, and MySql. It is connected to the imdb database and lets you search for movies, login, signup, see trending movies, and find a theatre near you to see a movie.

single-view-reconstruction

I utilized vanishing points, focal length, and the calculation of a homography matrix to then to reconstruct images of 3D scenes using just a single view.

southwestcheckin

🛫 Python script to checkin to a Southwest Flight 🛬

stitching-pairs-of-images

Using homography and fundamental matrix estimation to register pairs of images, as well as attempt triangulation and single-view 3D measurements.

svm