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This repository was archived by the owner on Aug 13, 2023. It is now read-only.
This repository was archived by the owner on Aug 13, 2023. It is now read-only.

Fix class imbalance errors by loss function weighting #28

@Sajtospoga01

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@Sajtospoga01

Try calculating relevant loss to improve prediction performance on minimal dataset

  • inverse logarithmic based on overall class frequency
  • tf-idf vector like dynamic weighting function
  • loss function weighting in hybrid loss (e.g.: structural similarity is down weighted if there is one structure dominating the picture)

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