John Duncan's repositories
awesome-satellite-imagery-datasets
🛰️ List of satellite image training datasets with annotations for computer vision and deep learning
awesome-vector-tiles
awesome implementations of the Mapbox Vector Tile specification
lulc-validation
Land use and land cover map accuracy assessment with test data from a stratified sample
custom-scripts
A repository of custom scripts to be used with Sentinel Hub
cwss-projects
Jekyll site framework to demonstrate projects run by the Centre for Water and Spatial Science at The University of Western Australia.
DeepWeeds
A Multiclass Weed Species Image Dataset for Deep Learning
django-on-docker
Dockerizing Django with Postgres, Gunicorn, and Nginx
eo-flow
Collection of TensorFlow 2.0 code for Earth Observation applications
FOSS4G2022-Workshop-Maplibre-React
Development of interactive platforms for city modeling and digital twins using React and MapLibre
gds_env
A containerised platform for Geographic Data Science
geocomputing
Examples for doing spatial analysis in CSC computing environment.
ImageFusion
A package for the fusion of Remote Sensing imagery
markdown-cv
a simple template to write your CV in a readable markdown file and use CSS to publish/print it.
ML-Course-Notes
🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.
ml4floods
An ecosystem of data, models and code pipelines to tackle flooding with ML
nmaipy
Nearmap AI Python tools to help with extracting Nearmap AI data from APIs, and using it.
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
python-education
Reading list for ramping up with professional Python
qfieldcloud
QFieldCloud allows seamless synchronization of your field data with your spatial infrastructure with change tracking, team management and online-offline work capabilities in QField.
satellite-image-deep-learning
Resources for deep learning with satellite & aerial imagery
starfm4py
The STARFM fusion model for Python
tiles-to-tiff
Python script for converting XYZ raster tiles for slippy maps to a georeferenced TIFF image
TST-Floods
Code and metadata to generate 10 m spatial resolution tropical and sub-tropical flood and water masks for machine learning tasks
Twitter-API-v2-sample-code
Sample code for the Twitter API v2 endpoints