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    31 repositories

    • solaris

      Public
      CosmiQ Works Geospatial Machine Learning Analysis Toolkit
      pythongeogeospatialgismachinelearningdeeplearningcomputervision
      Python
      •
      Apache License 2.0
      •113•416•91•2•Updated Oct 20, 2022Oct 20, 2022

    • simrdwn

      Public
      Rapid satellite imagery object detection
      C
      •154•340•0•1•Updated Jul 16, 2021Jul 16, 2021

    • yoltv4

      Public
      Large scale object detection in aerial/satellite imagery
      Jupyter Notebook
      •55•20•0•0•Updated May 7, 2021May 7, 2021

    • DownLinQ_Blog

      Public
      2•4•0•0•Updated Mar 25, 2021Mar 25, 2021

    • SpaceNet7_Multi-Temporal_Solutions

      Public
      Python
      •
      Apache License 2.0
      •22•1•0•0•Updated Jan 29, 2021Jan 29, 2021

    • SpaceNet_SAR_Buildings_Solutions

      Public
      The winning solutions for the SpaceNet 6 Challenge
      Jupyter Notebook
      •
      Apache License 2.0
      •18•1•0•0•Updated Dec 4, 2020Dec 4, 2020

    • CosmiQ_SN7_Baseline

      Public
      The SpaceNet 7 Baseline Algorithm
      Jupyter Notebook
      •
      Apache License 2.0
      •22•33•0•0•Updated Oct 27, 2020Oct 27, 2020

    • SpaceNet_Off_Nadir_Solutions

      Public
      Winning algorithms for the SpaceNet 4: Off-Nadir Building Footprint Detection Challenge
      Python
      •
      Apache License 2.0
      •36•0•0•0•Updated Jul 27, 2020Jul 27, 2020

    • SAR-RGB-DataFusion

      Public
      A small codebase featuring a few elementary methods for SAR and Optical imagery data fusion
      Jupyter Notebook
      •
      Apache License 2.0
      •8•0•0•0•Updated Jul 20, 2020Jul 20, 2020

    • apls

      Public
      Python code to evaluate the APLS metric
      Python
      •
      Apache License 2.0
      •40•107•8•1•Updated Jul 14, 2020Jul 14, 2020

    • cresi

      Public
      Road network extraction from satellite imagery, with speed and travel time estimates
      Jupyter Notebook
      •
      Apache License 2.0
      •63•67•0•0•Updated May 24, 2020May 24, 2020

    • CosmiQ_SN6_Baseline

      Public
      Baseline algorithm for the SpaceNet 6 Challenge
      Python
      •
      Apache License 2.0
      •16•35•1•0•Updated Apr 2, 2020Apr 2, 2020

    • SpaceNet_Optimized_Routing_Solutions

      Public
      Python
      •
      Apache License 2.0
      •9•1•0•0•Updated Mar 3, 2020Mar 3, 2020

    • utilities

      Public
      Packages intended to assist in the preprocessing of SpaceNet satellite imagery data corpus to a format that is consumable by machine learning algorithms.
      Python
      •
      Other
      •97•1•0•0•Updated Feb 10, 2020Feb 10, 2020

    • solaris_tutorials

      Public
      Tutorials and workshop materials for solaris
      Jupyter Notebook
      •
      MIT License
      •11•24•1•0•Updated Nov 18, 2019Nov 18, 2019

    • CometTS

      Public
      Comet Time Series Toolset for working with a time-series of remote sensing imagery and user defined polygons
      Jupyter Notebook
      •
      Apache License 2.0
      •16•63•1•0•Updated Oct 23, 2019Oct 23, 2019

    • RFSR

      Public
      Random Forest Super-Resolution (RFSR)
      Jupyter Notebook
      •12•8•0•0•Updated Oct 15, 2019Oct 15, 2019

    • cw-nets

      Public archive
      cw-nets: built for inference against large scale geotiffs
      Python
      •
      Apache License 2.0
      •1•2•0•0•Updated Jul 2, 2019Jul 2, 2019

    • cw-tiler

      Public archive
      cw-tiler built for tiling large geotiffs for SpaceNet
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •1•3•0•0•Updated Jul 2, 2019Jul 2, 2019

    • cw-geodata

      Public archive
      CosmiQ Works Geospatial Processing Toolkit for Machine Learning
      Python
      •
      Apache License 2.0
      •1•15•0•0•Updated Jul 2, 2019Jul 2, 2019

    • cw-eval

      Public archive
      CosmiQ Works Evaluation Library for Geospatial Machine Learning
      Python
      •
      Apache License 2.0
      •2•4•0•0•Updated Jul 2, 2019Jul 2, 2019

    • CosmiQ_SN4_Baseline

      Public
      Baseline models, scripts, and helper functions for the SpaceNet 4: Off-Nadir Building Detection Challenge
      Python
      •
      Apache License 2.0
      •8•18•2•0•Updated Jun 13, 2019Jun 13, 2019

    • VDSR4Geo

      Public
      TensorFlow implementation of "Accurate Image Super-Resolution Using Very Deep Convolutional Networks" adapted for working with geospatial data
      Python
      •17•32•0•0•Updated Dec 21, 2018Dec 21, 2018

    • stac-implementation

      Public
      Tools for Implementation of STAC SPEC for SpaceNet dataset https://github.com/radiantearth/stac-spec/tree/dev
      Jupyter Notebook
      •
      Apache License 2.0
      •2•0•0•0•Updated Nov 21, 2018Nov 21, 2018

    • yolt

      Public
      You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery
      C
      •
      Apache License 2.0
      •248•666•0•0•Updated Oct 25, 2018Oct 25, 2018

    • cw_eval-old-retired

      Public
      Python
      •0•0•0•0•Updated Oct 1, 2018Oct 1, 2018

    • RoadDetector

      Public
      Winning Solutions from SpaceNet Road Detection and Routing Challenge
      Python
      •
      Other
      •88•0•0•0•Updated Sep 21, 2018Sep 21, 2018

    • basiss

      Public
      Broad Area Satellite Imagery Semantic Segmentation
      Python
      •15•24•0•0•Updated Sep 20, 2018Sep 20, 2018

    • super-resolution

      Public
      Python
      •
      Apache License 2.0
      •11•24•0•0•Updated Aug 25, 2017Aug 25, 2017

    • BuildingDetectors_Round2

      Public
      Building detector algorithms from second SpaceNet Challenge
      HTML
      •
      Other
      •71•0•0•0•Updated Jul 26, 2017Jul 26, 2017