ariewahyu

GlobalMLBuildingFootprints

Worldwide building footprints derived from satellite imagery

sat_cnn

Code for "Estimating Generalized Measures of Local Neighbourhood Context from Multispectral Satellite Images Using a Convolutional Neural Network" research paper

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

ariewahyu.github.io

ariewahyu website

autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

awesome-gee-community-datasets

Community Datasets added by users and made available for use at large

Awesome-Remote-Sensing-Foundation-Models

awesome-spectral-indices

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

Counting-from-Sky-A-Large-scale-Dataset-for-Remote-Sensing-Object-Counting-and-A-Benchmark-Method

Counting from Sky: A Large-scale Dataset for Remote Sensing Object Counting and A Benchmark Method

Dataset

deafrica-sandbox-notebooks

Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray

gedi_tutorials

GEDI L3 and L4 Tutorials

geospatial-data-catalogs

A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, and STAC Index

geospatialdatascience

Course materials for: Geospatial Data Science

IdMyPhBuildingFootprints

ML generated building footprints for Indonesia, Malaysia, and Philippines

jupytermap

ML-University

Machine Learning Open Source University

mlhub-tutorials

Tutorials to access Radiant MLHub Training Datasets

P-CNN

Prototype-cnn

PlanetaryComputerExamples

Examples of using the Planetary Computer

PyTorch-StudioGAN

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

rcityviews

A user-friendly R interface for rendering customizable city maps using OpenStreetMap (www.openstreetmap.org) data, implemented as an R package and a Shiny web application.

remote-sensing-datasets

Remote sensing datasets for machine and deep learning, model deployment & software

Remote-Sensing-SRGAN

RoadDA

stgat_traffic_prediction

This repository provides an open source implementation of the Spatio-Temporal GAT introduced by Zhang et al in "Spatial-Temporal Graph Attention Networks:A Deep Learning Approach for Traffic Forecasting" https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8903252

urbanity

A network-based python package to understand and model urban complexity

urbdash

Repository for the Global Urban Network Dashboard. Contains dash app, assets (style.css, images), and GUN data.

WakeNet

A CNN-based optical image ship wake detector.