Mitch Creelman's Projects
Anomaly detection using GANs.
Uses a user-defined subsection of a DEM to determine the optimal interpolative range and the precision of subsampling at that range
Project that compare two U-shaped CNN's performing the task of semantically segmenting the Landsat 8 images from the Cloud95 dataset
CSO data puller with kml files included
Repository for data acquisition and management team for NOAA CFS Climate Model Dashboard Project
GEOS 518: Modeling Earth and Environmental Systems
First dive into designing convolutional neural networks for image recognition
Brief example of the properties used to determine predominant directions of atmospheric flow from Landsat Imagery
Foo paramaterization package
computing for geosciences notebook
Script designed to compare changes in height of snow, using pre-defined road section to analyze systematic offsets
Personal Fork for Research Computing for the Earth and Environmental Sciences
JupyterBook for SnowEx Hackweek 2021
Response to SSAI machine learning challenging using multivariate polynomial regression and backwards elimination
Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"