DataSystemsLab/GeoTorch

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale

Jupyter NotebookPythondeep-neural-networksdeep-learningraster-dataspatial-data-analysisprediction-modelspatio-temporal-analysissequence-modelssatellite-imagesspatio-temporal-predictionclassification-modelsegmentation-modelsst-resnetspatio-temporal-modelsconvlstm-pytorchdeepsatsatellite-classification
This is stars and forks stats for /DataSystemsLab/GeoTorch repository. As of 07 May, 2024 this repository has 415 stars and 30 forks.

GeoTorchAI: A Spatiotemporal Deep Learning Framework GeoTorchAI is a spatiotemporal deep learning framework on top of PyTorch and Apache Sedona. It enable spatiotemporal machine learning practitioners to easily and efficiently implement deep learning models targeting the applications of raster imagery datasets and spatiotemporal non-imagery datasets. Deep learning applications of raster imagery datasets include satellite imagery classification and satellite image segmentation. Applications of deep...
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