Instructions to use SOTAagi2030/Coastline-Change-Release with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use SOTAagi2030/Coastline-Change-Release with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("SOTAagi2030/Coastline-Change-Release", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Coastline Change Release
This model package supports research workflows that identify shoreline changes in multispectral coastal imagery.
Release decision
The published run was selected by maximum coastline intersection-over-union. Ties were resolved by lower false-alarm rate and then by candidate directory name.
Intended use
Use with geospatial review procedures and local tide, cloud, and sensor-quality checks. This release is for research and operational prototyping, not an authoritative boundary determination.
Package contents
weights/coastline_classifier.bin: classifier parametersconfig.json: inference configurationlabels.json: output label mappingexamples/tideflat-sample.geojson: example feature collection
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