avanetten

yolt

You Only Look Twice: Rapid Multi-Scale Object Detection In Satellite Imagery

simrdwn

Rapid satellite imagery object detection

yoltv5

YOLT, now with PyTorch.

yoltv4

Better, faster, peering over yonder. Improved large scale object detection in aerial/satellite imagery.

cresi

Road network extraction from satellite imagery, with speed and travel time estimates

shackleton

spacenet_buildings_exploration

Python code for transforming SpaceNet building labels

basiss

Broad Area Satellite Imagery Semantic Segmentation

CosmiQ_SN7_Baseline

The SpaceNet 7 Baseline Algorithm

bokeh-tiler

Tile large geospatial images for use in Bokeh

geospatial_uncertainty_vis

Python script to visualize geospatial uncertainty via Gaussians

avanetten.github.io

Adam Van Etten's Pages

diet_hadrade

solaris

CosmiQ Works Geospatial Machine Learning Analysis Toolkit

RoadDetector

Winning Solutions from SpaceNet Road Detection and Routing Challenge

SpaceNet_Off_Nadir_Solutions

Winning algorithms for the SpaceNet 4: Off-Nadir Building Footprint Detection Challenge

SpaceNet_SAR_Buildings_Solutions

The winning solutions for the SpaceNet 6 Challenge

apls

Python code to evaluate the APLS metric

BuildingDetectors_Round2

Building detector algorithms from second SpaceNet Challenge

camolo

Camouflage YOLO - (CAMOLO) trains adversarial patches to confuse the YOLO family of object detectors.

DownLinQ_Blog

rio-cogeo

Cloud Optimized GeoTIFF creation and validation plugin for rasterio

SpaceNet7_Multi-Temporal_Solutions

SpaceNet_Optimized_Routing_Solutions

yolt2_cowc

Interactive plots for visualizing YOLT2 applied to COWC data