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changelog.md

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Changelog

All notable changes to the dataset will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

07.02.2024

This commit implements changes that reflect the updated code, when the models were re-trained following the fixing of the latitude and longitude bug. Notably:

  • in dataset.py, we introduce new encoding strategies for the data (cat2vec/onehot/dist), as well as additional features (aspect/slope)
  • in inference.py, we introduce the ability to run inference with an ensemble of models, whereas we had only made code available for running inference on a single model.
  • in models.py, we corrected the get_layers() function, to enforce having UNet models around 10M parameters, regardless of the input patch_size.

13.11.2024

This commit fixed a bug in Models/dataset.py in the computation of the latitude and longitude.