TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
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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
An open source library and framework for deep learning on satellite and aerial imagery.
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
- satellite-imagery
- aerial-imagery
- machine-learning
- segmentation
Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis
- network-analysis
- spatial-analysis
- geographical-information-system
- graph-neural-networks
Train a deep learning net with OpenStreetMap features and satellite imagery.
Earth observation processing framework for machine learning in Python
- machine-learning
- eo-data
- eo-research
- python-package
Crop Yield Prediction with Deep Learning
gtfs2vec - Learning GTFS Embeddings for comparing PublicTransport Offer in Microregions