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Changes for new release #327

Merged
merged 54 commits into from
Jan 17, 2024
Merged

Changes for new release #327

merged 54 commits into from
Jan 17, 2024

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constantinpape
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constantinpape and others added 30 commits November 18, 2023 11:35
Add CI for windows and mac

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Co-authored-by: Constantin Pape <[email protected]>
Improve device handling to support torch.device as well as string
Add tests for get_sam_model and iterative prediction.
Use pooch to download model weights and simplify some other functionality
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Co-authored-by: Constantin Pape <[email protected]>
Co-authored-by: Constantin Pape <[email protected]>
Implement identity transform and input check for SAM training

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Co-authored-by: Constantin Pape <[email protected]>
Implement joint training for interactive and automatic instance segmentation
…specialist

Update LiveCELL Specialist Fine-tuning
Update livecell evaluation experiments
Update livecell evaluation experiments
constantinpape and others added 24 commits January 2, 2024 13:56
Fix input resizing for prompts in training
Simplify interactive training and implement box distortion
Make grid search more flexible to enable external re-use
Update training for LM datasets
Update LM Generalist experiments
Implement EM organelle model training
* Update train_mito_nuc_em_generalist.py

* Update obtain_mito_nuc_em_datasets.py
Add fine-tuning for EM boundary generalist model
Minor updates in finetuning scripts.
* Update livecell inference
* Add livecell specialist results
* Add livecell results from lm generalists
* Fix evaluation script

* Update precomputing embeddings for val + other minor fixes
* Refactor path convention for scripts

* Add EM generalist results (#322)

* Add EM generalist results

* Add snemi results
@constantinpape constantinpape merged commit 9aa64a5 into master Jan 17, 2024
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5 participants