ebgoldstein

IoU_Maps

Visualizing on a map how well a segmentation model is likely to work

MokaPotNet

Detect a MokaPot with Tensorflow Lite Micro and an Arduino Portenta or OpenMV cam

OpenOBS

An Arduino based Optical Backscatter Sensor

WaterCam

a RPi camera for on-device segmentation of water

BAtools

code to do basic bibliometric and altmetric work

ERI_TF_notebooks

Notebooks for building TensorFlow Classification and Segmenation models using labeled NOAA ERI imagery

StormLabelAgreement

Inter Rater Reliability of NOAA Post Storm Images

FRF_GrainSize

Segmentation of remotely sensed beach images to investigate grain size

WashoverML_Active_Learning

ML Pipeline notebooks

.github

1dune

1D model of coastal dune height based on an impulsive differential eqn

BuildingsFromERI

BuildingUNET

CILabel_Scripts

Coastal_TF_templates

Templates for coastal ML projects using TensorFlow for teaching and prototyping

code-from-blog

a collection of codes used in blog posts

DevelopedBarriers

doodleverse_utils

A set of common Doodleverse tools and utilities

ERI_AE

Autoencoder for NOAA ERI

EvoMorpho

Model Sandbox For XD and EBG

FRFArgus-c1-App

App to segment FRF ARGUS c1 imagery

MarshModel

A time dependent 1D marsh model

MLStormImpacts

Classifier for detecting impacts in post-storm images

NCTrafficCameras

Record NC traffic cameras that look at the beach

segmentation_zoo

A modeling suite for coastal image segmentation. Works best with labels generated using https://github.com/dbuscombe-usgs/dash_doodler

SegmentationActiveLearning

Experiments in active learning of segmentations for NOAA post storm images

Semantic-Segmentation-with-Sparse-Labels

codes and data for learning from sparse annotations

TinyAtlantis

TweetsJSONDownloader

A script that takes a list of comma-separated `tweet_id`s and downloads their corresponding JSON objects.

VHSViz

Hurricane Tweet visualization tools