beevor's repositories
AVHershey-OTF
Simple OpenType versions of subsets of the Hershey vector fonts
boat-detector
A GBDX task that detects boats.
chip-from-vrt
A GBDX task for generating AOI chips from a group of images on S3 using the GDAL virtual format.
chips
Sample panchromatic, multispectral and pansharpened chips.
create-react-app-auth-amplify
Implements a basic authentication flow for signing up/signing in users as well as protected client side routing using AWS Amplify.
deploy-chip-classifier
A GBDX task for deploying a trained Keras classifier on a set of target image chips.
deploy-cnn-chip-classifier
A GBDX task for deploying a trained Convolutional Neural Network classifier on a set of target GeoTiff image chips.
deploy-cnn-classifier
A GBDX task for deploying a Keras model on GeoTiff imagery using a GeoJSON with target data.
dlami
A Deep Learning Amazon Web Service (AWS) AMI that is open, free and works. Run in less than 5 minutes. TensorFlow, Keras, PyTorch, Theano, MXNet, CNTK, Caffe and all dependencies.
docs
Documentation on GBDX tasks.
download-osm-buildings
A GBDX task that downloads OSM building footprints using the Overpass API.
gbdx-gpu-docker
Building docker containers with GPU support for GBDX
gbdx-notebook
A GBDX notebook server in Docker.
geojsontools
A collection of functions for manipulating geojson files.
lulc
A GBDX task that performs land use land cover classification.
mltools
A collection of Machine Learning Tools for object detection and classification on DG imagery.
nn-init
Temp nn files
pandas-datareader
Extract data from a wide range of Internet sources into a pandas DataFrame.
quick-notes
Deploy a full stack web app to help you organize your notes when you're on the go.
tensorflow
Computation using data flow graphs for scalable machine learning
tile-strips
A GBDX task for tiling images using gdal_translate.
train-cnn
A GBDX task for training a CNN on labeled training chips
train-cnn-chip-classifier
A GBDX task that takes GeoTiff image chips created from the chip-from-vrt task and produces a trained Convolutional Neural Network classifier.
train-cnn-classifier
A GBDX task for training a CNN classifier using GeoTIFF imagery and a GeoJSON with training data.
upload-to-mapbox
A GBDX task that uploads raster or vector files to Mapbox Studio.