matt-conrad Goto Github PK

bsas_mbsas_clustering

Implementation of the Basic Sequential Algorithmic Scheme (BSAS) and the Modified BSAS (MBSAS) clustering algorithms

compass_hogvisualization

This script calculates and displays the Histogram of Gradients (HOG) descriptor for a bunch of simplified compass images

compass_neuralnetwork

cxr_view_classification

This project is a desktop application, web API (with optional AWS deployment) built around an implementation of the paper "Chest X-ray Image View Classification" by Xue et al.

dicomtodatabase

Script that moves all desired DCM tag-values from a directory full of DCMs into a PostgreSQL DB table.

dockertutorial

dynamictimewarpingimplementation

An implementation of Dynamic Time Warping and it's application towards speech recognition

imagerestoration

Restoration project of an image that had been degraded by an unknown system with noise

lda_decisiontree_implementations

Implementation of Linear Discriminant Analysis (LDA) and Greedy Decision Tree (GDT) classifiers that classify MNIST and Caltech10 image sets

papadopolous2002

Implementation of "An automatic microcalcification detection system based on a hybrid neural network classifier" by Papadopolous

perceptronimplementation

Perceptron algorithm implementation

sharedimageprocessing

Library that contains image processing functions that multiple projects use

shortestpath

This project calculates the shortest path between any 2 pixels in a grayscale image

simplewhale

singleviewmetrology

Constructing a 3D model from a picture of a box

visualization

Library of functions that help visualize data in other projects

wiener-filter

This repository is meant to house the implementation of "Interstitial fluid glucose time-lag correction for real-time continuous glucose monitoring" by Keenan et al.