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spgriffin's Projects

land_cover icon land_cover

High Resolution Land Cover Mapping using Deep learning

landsat-util icon landsat-util

A utility to search, download and process Landsat 8 satellite imagery

lc8_download icon lc8_download

Utility to download Landsat imagery from AWS or Google Earth Engine servers

lidar icon lidar

Terrain and hydrological analysis based on LiDAR-derived digital elevation models (DEM)

lidar_align icon lidar_align

A simple method for finding the extrinsic calibration between a 3D lidar and a 6-dof pose sensor

lsl icon lsl

A library for working with LIDAR data.

malariaatlas icon malariaatlas

An R interface to open-access malaria data, hosted by the Malaria Atlas Project.

mcd10a1 icon mcd10a1

a robust MODIS snow cover and phenology product (Google Earth Engine codebase)

nodemicmac icon nodemicmac

A Lightweight REST API to Access MICMAC Photogrammetry and SFM Engine.

opencvsift icon opencvsift

OpenCV simple SIFT example with Anaconda and Jupyter

orthomosaic icon orthomosaic

Rectify and stitch images together using multiview geometry.

photogrammetry icon photogrammetry

Python Photogrammetry Toolbox (formerly osm-bundler), for rendering a 3D pointcloud from photos of an object at different angles.

pixel_level_land_classification icon pixel_level_land_classification

Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.

polis icon polis

python implementation of the PoLiS metric for comparing building footprints

pubgeo icon pubgeo

This repository includes open source geospatial tools for 3D registration and scene classification developed by JHU/APL to help enable large scale 3D scene modeling.

randomuniformforest icon randomuniformforest

:exclamation: This is a read-only mirror of the CRAN R package repository. randomUniformForest — Random Uniform Forests for Classification, Regression and<U+000a>Unsupervised Learning

raster-vision icon raster-vision

An open source framework for deep learning on satellite and aerial imagery.

rio-segment icon rio-segment

segment a set of rasters using rasterio and skimage

road-diff icon road-diff

A Tile Reduce script for vector tiles road network comparison.

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