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satellite-image-deep-learning/techniques

A collection of techniques for deep learning with satellite and aerial imagery, including object detection and classification.

10.0K
Active
Computer Vision
PyTorch
#satellite-imagery#remote-sensing#object-detection

OpenDroneMap/ODM

A command-line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images.

5.9K
Stable
Python
Computer Vision
API Frameworks
Python
#aerial-imagery#drone#photogrammetry

torchgeo/torchgeo

TorchGeo is a Python library for working with geospatial data using PyTorch, providing datasets, samplers, transforms, and pre-trained models.

3.9K
Active
Python
Computer Vision
Databases
PyTorch
#geospatial#computer-vision#deep-learning

chrieke/awesome-satellite-imagery-datasets

List of satellite image training datasets with annotations for computer vision and deep learning

3.9K
Archived
#satellite-image-datasets#computer-vision#deep-learning

OpenDroneMap/WebODM

An open-source, user-friendly software for processing aerial imagery and creating 3D maps and point clouds.

3.8K
Active
Python
API Frameworks
Databases
Python
#drone#maps#photogrammetry

google/earthenterprise

Google Earth Enterprise is an open-source platform for creating and publishing customized 3D globes and 2D maps.

2.7K
Archived
C++
Full-Stack Frameworks
Component Libraries (React)
React
#earth#gis#imagery

TeehanLax/Hyperlapse.js

A JavaScript utility for creating hyperlapse videos from Google Street View imagery.

2.6K
Archived
JavaScript
Animation & Motion
Libraries
JavaScript
#google-street-view#video-editing#animation

rasterio/rasterio

Rasterio is a Python library for reading and writing geospatial raster datasets, with support for GDAL and Mapbox satellite imagery.

2.5K
Active
Python
Backend Frameworks
Databases
Python
#gis#geospatial#raster

azavea/raster-vision

An open-source library for deep learning on satellite and aerial imagery using Python and PyTorch.

2.2K
Stable
Python
Computer Vision
Machine Learning Ops
PyTorch
#computer-vision#remote-sensing#geospatial

hukaixuan19970627/yolov5_obb

A Python library for oriented object detection using the YOLOv5 model, with support for rotated bounding boxes.

1.9K
Archived
Python
Computer Vision
API Frameworks
#aerial-imagery#detection#dota

plant99/felicette

A Python library for processing and visualizing satellite imagery data.

1.8K
Archived
Python
Databases
Data Visualization
Python
#earth-observation#geospatial-data#satellite-imagery

microsoft/GlobalMLBuildingFootprints

A dataset of worldwide building footprints derived from satellite imagery for geospatial and computer vision applications.

1.8K
Experimental
Python
Computer Vision
#geospatial#satellite-imagery#computer-vision

lds133/weather_landscape

A Python project that visualizes weather forecasts through landscape imagery, using the OpenWeatherMap API.

1.8K
Active
Python
Frontend Frameworks
APIs
#weather-forecast#visualization#openweathermap-api

trailbehind/DeepOSM

A Python library for training deep learning models on OpenStreetMap data and satellite imagery.

1.3K
Archived
Python
Computer Vision
API Frameworks
Python
#openstreetmap#computer-vision#deep-learning

acgeospatial/awesome-earthobservation-code

A curated list of tools and resources for working with Earth observation and geospatial satellite imagery data.

1.3K
Active
HTML
Backend Frameworks
Databases
#earth-observation#geospatial-data#satellite-imagery

SuperBruceJia/EEG-DL

A deep learning library for EEG tasks classification, built with TensorFlow.

1.1K
Experimental
Python
Computer Vision
API Frameworks
TensorFlow
#eeg-classification#deep-learning#tensorflow

ziyc/drivestudio

A 3D reconstruction and simulation framework for urban scenes, focused on omnidirectional imagery.

1.1K
Stable
Python
Computer Vision
API Frameworks
Python
#3d-reconstruction#computer-vision#urban-scenes

satellite-image-deep-learning/datasets

A collection of datasets for deep learning with satellite and aerial imagery.

1.1K
Active
Computer Vision
Datasets
#earth-observation#remote-sensing#satellite-data

awesome-spectral-indices/awesome-spectral-indices

A curated list of Spectral Indices for Remote Sensing applications, focused on Earth Engine and satellite imagery.

1.1K
Active
Python
API Frameworks
Databases
Google Earth Engine
#remote-sensing#satellite-imagery#geographic-information-systems

WangLibo1995/GeoSeg

A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery.

1.0K
Archived
Python
Computer Vision
Backend Frameworks
PyTorch
#computer-vision#semantic-segmentation#remote-sensing
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