Estimating Homography w/ RANSAC
Implementing a robust homography estimation to register pairs of images separated either by a 2D or 3D projective transformation.
Interactive Audio Visualizer
A portable 3D audio visualizer built with modern web technologies including React & THREE.js
Bathymetry Coffee Table - Data Driven Design
A data driven design for a custom coffee table. Build log includes laser cutting acrylic, pouring resin, and molding concrete.
Audio Source Separation w/ Deep Learning
A from scratch pytorch implementation of Spleeter - a network to separate vocal and instrumental tracks from an input song.
Recent Posts
Multinomial Regression on Wide Datasets
Classification for “wide” datasets, w/ more features than examples.
Parametric Regression via Kernel Smoothing
Regression of spatial data using kernel functions.
Image Segmentation w/ EM Algorithm
Segment images using a clustering method.
Photometric Stereo: Shape from Shading
Recovering surface normals and surface heights from lighting cues.