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awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

bokeh_map

Basic interactive map using bokeh and geopandas packages in Python.

clusterneighbors

R functions to spatially cluster polygons that are touching each other aiming at a target cluster size.

create-perpendicular-lines

An ArcGIS ArcToolbox/Arcpy tool to create perpendicular lines to an existing line feature class.

data-analysis-using-python

notebooks related to Data analysis using Python

deepforest

Python Package for Tree Crown Detection in Airborne RGB imagery

ee-land-change

Google Earth Engine land-use change tutorial for SCBI

eo-learn

Earth observation processing framework for machine learning in Python

gds17

Geographic Data Science'17

geospatial-machine-learning

A curated list of resources focused on Machine Learning in Geospatial Data Science.

giscle_internship

happy-hour-web-app

Full stack web application that displays a table and map view of all available happy hour locations.

landcover

Land Cover Mapping

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

metashape-scripts

Python scripts for Metashape (former PhotoScan)

mlops-basics

my-python-gis_stackexchange-answers

neural-enhance

Super Resolution for images using deep learning.

oam-server-tiler

DEPRECATED: OAM Server Tiler. See marblecutter-openaerialmap instead

ol-layerswitcher

Layer control for OpenLayers

open-cities-ai-challenge

Winners of the Open Cities AI Challenge competition

py-gdalogr-cookbook

A cookbook full of recipes for using the Python GDAL/OGR bindings.

raster-vision-examples

Examples of using Raster Vision on open datasets

rayshader

R Package for 2D and 3D mapping and data visualization

s2p

Satellite Stereo Pipeline

satellite-image-deep-learning

Resources for deep learning with satellite & aerial imagery

scarplet

Topographic edge detection of fault scarps and other landforms in digital elevation data

solaris

CosmiQ Works Geospatial Machine Learning Analysis Toolkit

space-partitioning-algorithms

Implementations of Binary Space Parititoning and Sort Tile Recursive Partitioning algorithm.

tiledb

The Universal Storage Engine