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v0.11.0

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@Mr-Milk Mr-Milk released this 25 May 06:59
· 43 commits to main since this release

BREAKING CHANGES

  • lazyslide.models now moved to a new package lazyslide-models, please migrate your API accordingly, the old lazyslide.models can still be used.

New Features

  • New tissue segmentation method: implemented hovernet entropy based tissue masking by @didyoutryregularization in #228
  • Feature extraction now has two new parameters: pool_mode and dense, the pool_mode allows users to control how features are aggregated to 1D vector, using either CLS token or CLS token + mean of patch token, the dense parameter will enable dense feature extraction, return the patch token directly: Support dense feature extraction by @Mr-Milk in #237
  • Cell segmentation now supports deep feature extraction for single cell, set extract_features=True in zs.seg.cell_types

New Contributors

Full Changelog: v0.10.1...v0.11.0