Daniel Buscombe's repositories
dl_landscapes_paper
Buscombe & Ritchie (2018) Landscape Classification with Deep Neural Networks. Geosciences 2018, 8(7), 244
doodle_labeller
A python/openCV tool for "Human-In-The-Loop" image segmentation and label image creation using semi-supervised ML
EarthAnnotator
Rapid image labeling for data-driven Earth science discovery.
data-visualizer
Geospatial data viewer which aims to visualize different types of data collected from USGS surveys (e.g. bathymetry, topography, grain size) and plot how the data changes over time. 🗺️📈🏖️
BenthicAnalysisTool
Matlab GUI for semi-automation and annotation of deep-sea ROV benthic imagery
Coastseg_manuscript
A repository to host the Journal of Open Source Software manuscript that describes the CoastSeg project
Semantic-Segmentation-Suite
Semantic Segmentation Suite in TensorFlow. Modified for RS aerial imagery
fieldwork_map
Map of places I've conducted field (and lab) work to date. Click on mymap.geojson to see the interactive map :ocean:
HYENG-915-video
Data and supplemental video for "Automated riverbed sediment classification using low-cost sidescan sonar." By Buscombe, Grams and Smith, J. Hydraulic Engineering 2015
ICES2015_software_prototype
Kivy/Python demonstration prototype video acquisition software for the ICES Innovation Fund 2015
MorphoSedimentaryMapper
A browser-based tool for Doodling on NAIP imagery to make morpho-sedimentary roughness maps
pcmsc_watermasking
Zoo implementation for west coast usgs planecam imagery
sandbar_seg
grand canyon sandbar segmentation tool
sat_5band_2class_7388008
model demonstration segments 15-m Landsat-7/8 or 10-m Sentinel-2 imagery into water/no water
SDS_Benchmark
Benchmarking of satellite-derived shoreline mapping techniques
segmentation_gym
A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using https://github.com/Doodleverse/dash_doodler
streamlit-segmentation-app
streamlit app for binary segmentation