OSMDeepOD

trailbehind/deeposm1.3K

Road classifier

Trains deep learning models to classify roads and features in satellite imagery using OpenStreetMap data.

ayoolaolafenwa/pixellib1.1K

Object Detector

A deep learning library for image segmentation and object detection using PyTorch.

developmentseed/label-maker461

Image annotator

Automatically annotates satellite images with OpenStreetMap data

ibm/max-object-detector290

Object detector

A tool for detecting objects in images using deep learning models

lartpang/ovcamo20

Object detector

Develops an object segmentation algorithm to detect camouflaged objects in images with varying backgrounds and contexts.

aspectumapp/osm2geojson101

OSM converter

Tool for converting OpenStreetMap data into GeoJSON format

vmarsocci/3dcd29

Change Detection

Automatically inferring 2D and 3D change detection maps from bitemporal optical images without relying on DSMs.

developmentseed/skynet-data170

Data preparer

Automates data preparation for machine learning with aerial imagery and OpenStreetMap data

philipperemy/yolo-90001.2K

Object detector

Real-time object detection using deep learning and a large dataset of classes

mitmul/ssai27

Aerial Segmentation Tool

An aerial imagery segmentation tool using deep learning techniques to identify buildings and roads from satellite images.

digitalglobe/mltools81

ML toolkit

Tools for building machine learning solutions on satellite imagery

microsoft/roaddetections541

Road detector

Automating road detection from aerial imagery using deep learning techniques.

avanetten/simrdwn216

Object detector

An object detection system using rapid satellite imagery and deep learning algorithms

szq0214/dsod706

Object Detector

A deep learning-based object detection system from scratch

chanyn/hkrm105

Object Detector

Develops a deep learning model for large-scale object detection that leverages hybrid knowledge and routing mechanisms.