A command line toolkit to generate maps, point clouds, 3D models and DEMs from drone, balloon or kite images. 📷
- point-cloud
- photogrammetry
- drone
- uas
Repository Index
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User-friendly, commercial-grade software for processing aerial imagery. ✈️ Download it for free!
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
- artificial-intelligence
- deep-learning
- machine-learning
- segmentation
GeoAI: Artificial Intelligence for Geospatial Data
- ai
- data-science
- geoai
- geopython
GlobalBuildingAtlas: an open global and complete dataset of building polygons, heights and LoD1 3D models
An open source library and framework for deep learning on satellite and aerial imagery.
Train a deep learning net with OpenStreetMap features and satellite imagery.
FarmVibes.AI: Multi-Modal GeoSpatial ML Models for Agriculture and Sustainability
- agriculture
- ai
- geospatial
- geospatial-analytics
Give satellite imagery, terrain data, buildings, streetview photos to your LLM
- 3d-city-model
- 3d-tiles
- geospatial
- gis
Crop Yield Prediction with Deep Learning
Automated mapping of pedestrian networks from aerial imagery tiles
Watched.earth - see every public satellite image of earth
A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data
- source-energy-balance
- canopy
- soil
- radiometric-temperatures
Sentinel-2 for Agriculture (Sen2Agri) is a software system processing high resolution satellite images for agricultural purposes funded by ESA (European Space Agency). Please register on the Sen2Agri webpage for Sen2Agri system updates and information.
- otb
- esa
- gdal
- agricultural