dbuscombe-usgs/OpticalWaveGauging_DNN

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dbuscombe-usgs/OpticalWaveGauging_DNN

dbuscombe-usgs

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Data and code to implement Buscombe et al (2019) optical wave gauging using deep neural networks

PyHum

Python code to read, display, export and analyse Humminbird sidescan sonar data

pyDGS

Wavelet-based digital grain size analysis

dl_landscapes_paper

Buscombe & Ritchie (2018) Landscape Classification with Deep Neural Networks. Geosciences 2018, 8(7), 244

dl_tools

A collection of tools for image classification and recognition using deep transfer learning

Jupyter Notebook

pysesa

python module for spatially explicit spectral analysis

MLMONDAYS

Materials for the USGS "Deep Learning for Image Classification and Segmentation" CDI workshop, 2020

Jupyter Notebook

EarthAnnotator

Rapid image labeling for data-driven Earth science discovery.

doodle_labeller

A python/openCV tool for "Human-In-The-Loop" image segmentation and label image creation using semi-supervised ML

SandSimulationToolbox

MATLAB software to simulate realistic models of packed sediment/granular beds consisting of individual discrete grains.

SatelliteInPaint

Inpaint satellite imagery using Stable Diffusion

CoastTrain

A landing page for the Coast Train project

cdi_dl_workshop

A collection of jupyter notebooks for image classification and recognition using deep transfer learning

Jupyter Notebook

DGS-for-Cores

The Digital Grain Size Project: Automated Estimates of Grain Size from Images of Sediment. GUI designed for sediment images where vertical variation of grain size is important, such as cores 📷

prism

Probabilistic Acoustic Sediment Mapping toolbox

mlmondays_data_objrecog

Datasets for ML Mondays Part 2: supervised object recognition

CoastTrainMetaPlots

jupyter notebooks to make plots from Coast Train metadata

Jupyter Notebook

Coastseg_manuscript

A repository to host the Journal of Open Source Software manuscript that describes the CoastSeg project

BenthicAnalysisTool

Matlab GUI for semi-automation and annotation of deep-sea ROV benthic imagery

MATSCAT

Simple matlab toolbox for suspended sediment concentration estimates from acoustic backscatter profiler