v1.2.1 🌈

This release implements several changes that are part of three of our recent publications that are built on top of micro_sam:

• medico-sam, which improves SAM for medical images
• peft-sam, which investigates parameter efficient finetuning for SAM
• patho-sam, which improves SAM for histopathology

Changes

• Prepare release 1.2.1 @constantinpape (#852)
• Parallel AIS implementation @constantinpape (#851)
• Disable GUI tests on Linux @constantinpape (#849)
• Add histopathology whole-slide image sample image @anwai98 (#848)
• Minor update to make rank optional in peft class @anwai98 (#846)
• Add support for tiling window in evaluation scripts @anwai98 (#844)
• Minor update to support peft kwargs in qualitative comparsion scripts @anwai98 (#845)
• Minor updates to UNETR model function @anwai98 (#843)
• Fix QLoRA weights and bias initialisation @caroteu (#833)
• Add medical imaging models to model registry @anwai98 (#841)
• Update dice weight constraints for flexible loss weighting @anwai98 (#839)
• Expose out_channels arguments for get_unetr function @anwai98 (#838)
• Add support for histopathology models @anwai98 (#834)
• Simplify logic for metric choice @anwai98 (#831)
• Extend dice score metric for multi-dim segmentation @anwai98 (#829)
• Add support for larger SAM models for 3d semantic segmentation @anwai98 (#827)
• Add QLoRA @anwai98 (#820)
• Minor update to prompt-based segmentation @anwai98 (#825)
• Minor fix to release overview doc @anwai98 (#821)
• Add release notes to doc @anwai98 (#819)