panshi-wang

techniques

Techniques for deep learning with satellite & aerial imagery

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, projects, links, stuff about Earth Observation, Geospatial Satellite Imagery

mbutil

Importer and Exporter of MBTiles

PyAthena

PyAthena is a Python DB API 2.0 (PEP 249) client for Amazon Athena.

lleaves

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

joerd

Joerd can be used to download, merge and generate tiles from digital elevation data

LightGBMLSS

An extension of LightGBM to probabilistic modelling

nyc-geo-metadata

planetutils

Scripts and a Docker container to maintain your own OpenStreetMap planet, terrain tiles, & Valhalla Tilepacks

LOD2BuildingModel

SAT2LoD2: Automated LoD-2 Model Reconstruction from Satellite-derived DSM and Orthophoto

DeepSatModels

Deep learning models for remote sensing applications

EO-jobs

🛰️ List of earth observation companies and job sites

whiteboxgui

An interactive GUI for WhiteboxTools in a Jupyter-based environment

EarthMapper

Pipeline for the Semantic Segmentation (i.e., classification) of Remote Sensing Imagery

pyGEDI

pyGEDI is a Python Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) mission, data extraction, analysis, processing and visualization.

geog-414

A repo for GEOG-414 (Spatial Data Management) at the University of Tennessee

earthformer

A Python package for Earth forecasting transformer

Landsat-LAI

Employing a data-driven approach to generate Leaf Area Index (LAI) maps from Landsat images over CONUS

pysnic

Python implementation of the SNIC superpixels algorithm

SatelliteVu-AWS-Disaster-Response-Hackathon

Satellite Vu submission for the AWS Disaster Response hackathon

ukis-csmask

UKIS Cloud Shadow MASK

DeepSatData

Automatically create machine learning datasets from satellite images

Hubitat-Combined-Presence

A Hubitat app for intelligently combining multiple presence sensors, to make a better overall sensor.

keras-spatial

Provides a SpatialDataGenerator class for accessing spatial data.

uk-lidar

Easier downloading of UK LIDAR data

Multiclass_Semantic_Segmentation

Multiclass semantic segmentation on geospatial multispectral data

mx-lidar

Scripts to simplify the process of downloading Mexico's LIDAR-based DEM data.

grid-nasa-lvis-l2

Grid laser-shot-based LVIS L2 data from NASA into raster data

p_point2grid

Parallelized LIDAR points to regular grid

keras-spatial

Provides a SpatialDataGenerator class for accessing spatial data.