Daniel Buscombe's starred repositories
stable-diffusion
Latent Text-to-Image Diffusion
segment-geospatial
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
keras-unet-collection
The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.
DiffusionFastForward
DiffusionFastForward: a free course and experimental framework for diffusion-based generative models
segmenteverygrain
A SAM-based model for instance segmentation of images of grains
dea-notebooks
Repository for Digital Earth Australia Jupyter Notebooks: tools and workflows for geospatial analysis with Open Data Cube and Xarray
segment-anything-eo
Earth observation tools for Meta AI Segment Anything
earth-forecasting-transformer
Official implementation of Earthformer
xyz-raster-sources
A collection of `xyz` raster sources for use in MapKit, QGIS, Mapbox/MapLibre Styles and various web mapping tools.
dea-coastlines
Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale
fathomnet-py
FathomNet Python client
ScientiMate
ScientiMate: Coastal and Ocean Data Analysis Library
Shoreline_Extraction_GAN
Shoreline extraction via generative adversarial networks, prediction via LSTMs
Instagrain
A camera for measuring sediment grain sizes with edge ML
SL3Reader
It is a tiny C# app, which is able to read SL3 sonar log files made by Lowrance & Simard devices and export the frame headers into a CSV text file. For details see & cite the following publication: Halmai, Ákos, Alexandra Gradwohl–Valkay, Szabolcs Czigány, Johanna Ficsor, Zoltán Á. Liptay, Kinga Kiss, Dénes Lóczy, and Ervin Pirkhoffer. 2020. "Applicability of a Recreational-Grade Interferometric Sonar for the Bathymetric Survey and Monitoring of the Drava River" ISPRS International Journal of Geo-Information 9, no. 3: 149. https://doi.org/10.3390/ijgi9030149 https://www.mdpi.com/2220-9964/9/3/149
SonarMapper
Python scripts to process and visualize sonar data from Lowrance Fishfinders
SatelliteInPaint
Inpaint satellite imagery using Stable Diffusion
deafrica-coastlines
Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale
PlanetDownload
simple scripts to download planet imagery given an ROI and time constraints
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. 🗺️📈🏖️
BeachPlanformModel
BPM is a Python-based model that predicts the equilibrium beach planform. The model utilizes a reduced-complexity approach to build a shoreline that reflects the spatial variation of offshore wave sheltering along a beach limited by headlands.