Repositories list

• spacenet-round3

  Public
  Road detection in satellite imagery using fully convolutional neural networks.

  ganimage-segmentationfully-convolutional-networks+ 2road-detectionspacenet

  Python

  •4•9•0•0•Updated Mar 27, 2019Mar 27, 2019

• unet_xdxd

  Public
  The Unet_XD_XD code adjusted to our dataset

  Python

  •0•0•0•0•Updated Feb 2, 2018Feb 2, 2018

• notes

  Public
  0•0•0•0•Updated Jan 19, 2018Jan 19, 2018

• unet

  Public
  unet for image segmentation

  Python

  •2k•0•0•0•Updated Jan 13, 2018Jan 13, 2018

• FastMaskRCNN

  Public
  Mask RCNN in TensorFlow

  Python

  •

  Apache License 2.0

  •1.1k•0•0•0•Updated Jan 10, 2018Jan 10, 2018

• apls

  Public
  Python code to evaluate the APLS metric

  Python

  •40•0•0•0•Updated Jan 8, 2018Jan 8, 2018

• 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•0•0•0•Updated Dec 27, 2017Dec 27, 2017

• kaggle_dstl_submission

  Public
  Code for a winning model (3 out of 419) in a Dstl Satellite Imagery Feature Detection challenge

  Python

  •

  MIT License

  •69•0•0•0•Updated Dec 14, 2017Dec 14, 2017

• BuildingDetectors_Round2

  Public
  Building detector algorithms from second SpaceNet Challenge

  HTML

  •

  Other

  •71•0•0•0•Updated Nov 29, 2017Nov 29, 2017

• BuildingDetectors

  Public
  Winning building footprint detector implementations from the SpaceNet challenges.

  Jupyter Notebook

  •

  Other

  •73•0•0•0•Updated Mar 10, 2017Mar 10, 2017

• DeepSatelliteData

  Public
  List of labelled remote sensing datasets for use in deep learning.

  17•1•0•0•Updated Feb 20, 2017Feb 20, 2017