deepVector
deepVector is a Canadian geoscientific startup providing geospatial data science, exploration target generation and risk assessment services.
deepVectorMontreal, Canada
Pinned Repositories
BuildingDetectors
Winning building footprint detector implementations from the SpaceNet challenges.
BuildingDetectors_Round2
Building detector algorithms from second SpaceNet Challenge
COVID-19
plotting COVID-19 maps
Covid19Map
Create an animated world map of Covid-19 cases/deaths, updated to the latest available data
fcn_satellite
Semantic segmentation of satellite images
geospatial-machine-learning
A curated list of resources focused on Machine Learning in Geospatial Data Science.
hyperas
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
landmark-recognition-challenge
Source code used for the google landmark recognition challenge on kaggle [19th place]
ShpToZip
The utility script automates the task of converting ArcGIS .shp files to .zip archives.
ssai-cnn
Semantic Segmentation for Aerial / Satellite Images with Convolutional Neural Networks including an unofficial implementation of Volodymyr Mnih's methods
deepVector's Repositories
deepVector/geospatial-machine-learning
A curated list of resources focused on Machine Learning in Geospatial Data Science.
deepVector/fcn_satellite
Semantic segmentation of satellite images
deepVector/COVID-19
plotting COVID-19 maps
deepVector/landmark-recognition-challenge
Source code used for the google landmark recognition challenge on kaggle [19th place]
deepVector/ShpToZip
The utility script automates the task of converting ArcGIS .shp files to .zip archives.
deepVector/ssai-cnn
Semantic Segmentation for Aerial / Satellite Images with Convolutional Neural Networks including an unofficial implementation of Volodymyr Mnih's methods
deepVector/BuildingDetectors
Winning building footprint detector implementations from the SpaceNet challenges.
deepVector/BuildingDetectors_Round2
Building detector algorithms from second SpaceNet Challenge
deepVector/Covid19Map
Create an animated world map of Covid-19 cases/deaths, updated to the latest available data
deepVector/hyperas
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
deepVector/PythonPrjTemplate
Project template: Code structure
deepVector/PythonPrjTemplate_data
Project template: Data folders
deepVector/scribble2digit
scribble2digit is a Python machine learning code for digit recognition on the MNIST dataset
deepVector/slyr
A Python ESRI lyr/style file converter/extracter/parser
deepVector/utilities
Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine learning algorithms.