🔖 Release 1.6.0 #898
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### Major Updates and Feature Improvements - Adds an AnnotationTileGenerator and AnnotationRenderer which allows serving of tiles rendered directly from an annotation store. - Adds [DFBR](https://arxiv.org/abs/2202.09971) registration model and jupyter notebook example - Adds DICE metric - Adds [SCCNN](https://doi.org/10.1109/tmi.2016.2525803) architecture. \[[read the docs](https://tia-toolbox.readthedocs.io/en/develop/_autosummary/tiatoolbox.models.architecture.sccnn.SCCNN.html)\] - Adds [MapDe](https://arxiv.org/abs/1806.06970) architecture. \[[read the docs](https://tia-toolbox.readthedocs.io/en/develop/_autosummary/tiatoolbox.models.architecture.mapde.MapDe.html)\] - Adds support for reading MPP metadata from NGFF v0.4 - Adds enhancements to tiatoolbox.annotation.storage that are useful when using an AnnotationStore for visualization purposes. ### Changes to API - None ### Bug Fixes and Other Changes - Fixes colorbar_params #410 - Fixes Jupyter notebooks for better read the docs rendering - Fixes typos, metadata and links - Fixes nucleus_segmentor_engine for boundary artefacts - Fixes the colorbar cropping in tests - Adds citation in README.md and CITATION.cff to Nature Communications Medicine paper - Fixes a bug #452 raised by @rogertrullo where only the numerator of the TIFF resolution tags was being read. - Fixes HoVer-Net+ post-processing to be inline with original work. - Fixes a bug where an exception would be raised if the OME XML is missing objective power. ### Development related changes - Uses Furo theme for readthedocs - Replaces nbgallery and nbsphinx with myst-nb for jupyter notebook rendering - Uses myst for markdown parsing - Uses requirements.txt to define dependencies for requirements consistency - Adds notebook AST pre-commit hook - Adds check to validate python examples in the code - Adds check to resolve imports - Fixes an error in a docstring which triggered the failing test. - Adds pre-commit hooks to format markdown and notebook markdown - Adds pip install workflow to resolve dependencies when requirements file is updated - Improves TIAToolbox import using LazyLoader Signed-off-by: Shan E Ahmed Raza <[email protected]>
# 1.3.1 (2022-12-20) ### Major Updates and Feature Improvements - Adds [NuClick](https://arxiv.org/abs/2005.14511) architecture #449 - Adds Annotation Store Reader #476 - Adds [DFBR](https://arxiv.org/abs/2202.09971) method for registering pair of images #510 ### Changes to API - Adds a sample SVS loading function `tiatoolbox.data.small_svs()` to the data module #517 ### Bug Fixes and Other Changes - Simplifies example notebook for image reading for better readability - Restricts Shapely version to \<2.0.0 for compatibility ### Development related changes - Adds GitHub workflow for automatic generation of docker image - Updates dependencies - Updates bump2version config - Enables flake8 E800 checks for commented codes. - Fixes several errors generated by DeepSource. - Prevent test dumping file to root - Removes duplicate functions to generate parameterized test scenarios Co-authored-by: John Pocock <[email protected]> Co-authored-by: Mark Eastwood <[email protected]> Co-authored-by: Ruqayya Awan <[email protected]> Co-authored-by: Mostafa Jahanifar <[email protected]> Co-authored-by: kesixu <[email protected]> Co-authored-by: David Epstein <[email protected]> Co-authored-by: adamshephard <[email protected]> Co-authored-by: Simon Graham <[email protected]> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Roger Trullo <[email protected]>
- Adds [NuClick](https://arxiv.org/abs/2005.14511) architecture #449 - Adds Annotation Store Reader #476 - Adds [DFBR](https://arxiv.org/abs/2202.09971) method for registering pair of images #510 - Adds a sample SVS loading function `tiatoolbox.data.small_svs()` to the data module #517 - Simplifies example notebook for image reading for better readability - Restricts Shapely version to \<2.0.0 for compatibility - Adds GitHub workflow for automatic generation of docker image - Updates dependencies - Updates bump2version config - Enables flake8 E800 checks for commented codes. - Fixes several errors generated by DeepSource. - Prevent test dumping file to root - Removes duplicate functions to generate parameterized test scenarios Co-authored-by: John Pocock <[email protected]> Co-authored-by: Mark Eastwood <[email protected]> Co-authored-by: Ruqayya Awan <[email protected]> Co-authored-by: Mostafa Jahanifar <[email protected]> Co-authored-by: kesixu <[email protected]> Co-authored-by: David Epstein <[email protected]> Co-authored-by: adamshephard <[email protected]> Co-authored-by: Simon Graham <[email protected]> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Roger Trullo <[email protected]>
- 🚑 Hotfix - Restricts wsidicom version to \<0.7.0 for compatibility - Fix bug related to reading DICOM files
## 1.3.3 (2023-03-02) ### Major Updates and Feature Improvements - Restricts dependency versions for long term stability of the current version ### Changes to API None ### Bug Fixes and Other Changes - Fix bug related to reading scikit-image ### Development related changes - Restricts dependency versions for compatibility
## 1.4.0 (2023-04-24) ### Major Updates and Feature Improvements - Adds Python 3.11 support \[experimental\] #500 - Python 3.11 is not fully supported by `pytorch` pytorch/pytorch#86566 and `openslide` openslide/openslide-python#188 - Removes Python 3.7 support - This allows upgrading all the dependencies which were dependent on an older version of Python. - Adds Neighbourhood Querying Support To AnnotationStore #540 - This enables easy and efficient querying of annotations within a neighbourhood of other annotations. - Adds `MultiTaskSegmentor` engine #424 - Fixes an issue with stain augmentation to apply augmentation to only tissue regions. - #546 contributed by @navidstuv - Filters logger output to stdout instead of stderr. - Fixes #255 - Allows import of some modules at higher level for improved usability - `WSIReader` can now be imported as `from tiatoolbox.wsicore import WSIReader` - `WSIMeta` can now be imported as `from tiatoolbox.wsicore import WSIMeta` - `HoVerNet`, `HoVerNetPlus`, `IDaRS`, `MapDe`, `MicroNet`, `NuClick`, `SCCNN` can now be imported as \`from tiatoolbox.models import HoVerNet, HoVerNetPlus, IDaRS, MapDe, MicroNet, NuClick, SCCNN - Improves `PatchExtractor` performance. Updates `WSIPatchDataset` to be consistent. #571 - Updates documentation for `License` for clarity on source code and model weights license. ### Changes to API - Updates SCCNN architecture to make it consistent with other models. #544 ### Bug Fixes and Other Changes - Fixes Parsing Missing Omero Version NGFF Metadata #568 - Fixes #535 raised by @benkamphaus - Fixes reading of DICOM WSIs at the correct level #564 - Fixes #529 - Fixes `scipy`, `matplotlib`, `scikit-image` deprecated code - Fixes breaking changes in `DICOMWSIReader` to make it compatible with latest `wsidicom` version. #539, #580 - Updates `shapely` dependency to version >=2.0.0 and fixes any breaking changes. - Fixes bug with `DictionaryStore.bquery` and `geometry=None`, i.e. only a where predicate given. - Partly Fixes #532 raised by @blaginin - Fixes local tests for Windows/Linux - Fixes `flake8`, `deepsource` errors. - Uses `logger` instead of `warnings` and `print` statements to properly log runs. ### Development related changes - Upgrades dependencies which are dependent on Python 3.7 - Moves `requirements*.txt` files to `requirements` folder - Removes `tox` - Uses `pyproject.toml` for `bdist_wheel`, `pytest` and `isort` - Adds `joblib` and `numba` as dependencies.
## 1.5.0 (2023-12-15) ### Major Updates and Feature Improvements - Adds the bokeh visualization tool. #684 - The tool allows a user to launch a server on their machine to visualise whole slide images, overlay the results of deep learning algorithms or to select a patch from whole slide image and run TIAToolbox deep learning engines. - This tool powers the TIA demos server. For details please see https://tiademos.dcs.warwick.ac.uk/. - Extends Annotation to Support Init from WKB #639 - Adds `IOConfig` for NuClick in `pretrained_model.yaml` #709 - Adds functions to save the TIAToolbox Engine outputs to Zarr and AnnotationStore files. #724 - Adds Support for QuPath Annotation Imports #721 ### Changes to API - Adds `model.to(device)` and `model.load_model_from_file()` functionality to make it compatible with PyTorch API. #733 - Replaces `pretrained` with `weights` to make the engines compatible with the new PyTorch API. #621 - Adds support for high-level imports for various utility functions and classes such as `WSIReader`, `PatchPredictor` and `imread` #606, #607, - Adds `tiatoolbox.typing` for type hints. #619 - Fixes incorrect file size saved by `save_tiles`, issue with certain WSIs raised by @TomastpPereira - TissueMasker transform now returns mask instead of a list. #748 - Fixes #732 ### Bug Fixes and Other Changes - Fixes `pixman` incompability error on Colab #601 - Removes `shapely.speedups`. The module no longer has any affect in Shapely >=2.0. #622 - Fixes errors in the slidegraph example notebook #608 - Fixes bugs in WSI Registration #645, #670, #693 - Fixes the situation where PatchExtractor.get_coords() can return patch coords which lie fully outside the bounds of a slide. #712 - Fixes #710 - Fixes #738 raised by @xiachenrui ### Development related changes - Replaces `flake8` and `isort` with `ruff` #625, #666 - Adds `mypy` checks to `root` and `utils` package. This will be rolled out in phases to other modules. #723 - Adds a module to detect file types using magic number/signatures #616 - Uses `poetry` for version updates instead of `bump2version`. #638 - Removes `setup.cfg` and uses `pyproject.toml` for project configurations. - Reduces runtime for some unit tests e.g., #627, #630, #631, #629 - Reuses models and datasets in tests on GitHub actions by utilising cache #641, #644 - Set up parallel tests locally #671 **Full Changelog:** v1.4.0...v1.5.0 --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: mostafajahanifar <[email protected]> Co-authored-by: John Pocock <[email protected]> Co-authored-by: DavidBAEpstein <[email protected]> Co-authored-by: David Epstein <[email protected]> Co-authored-by: Ruqayya Awan <[email protected]> Co-authored-by: Mark Eastwood <[email protected]> Co-authored-by: adamshephard <[email protected]> Co-authored-by: adamshephard <[email protected]> Co-authored-by: Abdol <[email protected]> Co-authored-by: Jiaqi-Lv <[email protected]> Co-authored-by: Abishek <[email protected]> Co-authored-by: Dmitrii Blaginin <[email protected]>
## 1.5.1 (2023-12-16) ### Development related changes - Specifies compatible Python versions - Fixes `tiatoolbox-feedstock` build for conda-forge release #763 **Full Changelog:** v1.5.0...v1.5.1
## TIAToolbox v1.6.0 (2024-12-12) ### Major Updates and Feature Improvements - **Foundation Models Support via `timm` API** (#856, contributed by @GeorgeBatch) - Introduced `TimmBackbone` for running additional PyTorch Image Models. - Tested models include `UNI`, `Prov-GigaPath`, and `H-optimus-0`. - Added an example notebook demonstrating feature extraction with foundation models. - `timm` added as a dependency. - **Performance Enhancements with `torch.compile`** (#716) - Improved performance on newer GPUs using `torch.compile`. - **Multichannel Input Support in `WSIReader`** (#742) - **AnnotationStore Filtering for Patch Extraction** (#822) - **Python 3.12 Support** - **Deprecation of Python 3.8 Support** - **CLI Response Time Improvements** (#795) ### API Changes - **Device Specification Update** (#882) - Replaced `has_gpu` with `device` for specifying GPU or CPU usage, aligning with PyTorch's `Model.to()` functionality. - **Windows Compatibility Enhancement** (#769) - Replaced `POWER` with explicit multiplication. ### Bug Fixes and Other Changes - **TIFFWSIReader Bound Reading Adjustment** (#777) - Fixed `read_bound` to use adjusted bounds. - Reduced code complexity in `WSIReader` (#814). - **Annotation Rendering Fixes** (#813) - Corrected rendering of annotations with holes. - **Non-Tiled TIFF Support in `WSIReader`** (#807, contributed by @GeorgeBatch) - **HoVer-Net Documentation Update** (#751) - Corrected class output information. - **Citation File Fix for `cffconvert`** (#869, contributed by @Alon-Alexander) - **Bokeh Compatibility Updates** - Updated `bokeh_app` for compatibility with `bokeh>=3.5.0`. - Switched from `size` to `radius` for `bokeh>3.4.0` compatibility (#796). - **JSON Extraction Fixes** (#772) - Restructured SQL expression construction for JSON properties with dots in keys. - **VahadaneExtractor Warning** (#871) - Added warning due to changes in `scikit-learn>0.23.0` dictionary learning (#382). - **PatchExtractor Error Message Refinement** (#883) - **Immutable Output Fix in `WSIReader`** (#850) ### Development-Related Changes - **Mypy Checks Added** - Applied to `utils`, `tools`, `data`, `annotation`, and `cli/common`. - **ReadTheDocs PDF Build Deprecation** - **Formatter Update** - Replaced `black` with `ruff-format`. - **Dependency Removal** - Removed `jinja2`. - **Test Environment Update** - Updated to `Ubuntu 24.04`. - **Conda Environment Workflow Update** - Implemented `micromamba` setup. - **Codecov Reporting Fix** (#811) **Full Changelog:** v1.5.1...v1.6.0 --------- Co-authored-by: John Pocock <[email protected]> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Adam Shephard <[email protected]> Co-authored-by: Mark Eastwood <[email protected]> Co-authored-by: Mostafa Jahanifar <[email protected]> Co-authored-by: Simon Graham <[email protected]> Co-authored-by: Abdol A <[email protected]> Co-authored-by: Jiaqi-Lv <[email protected]> Co-authored-by: Dmitrii Blaginin <[email protected]> Co-authored-by: behnazelhaminia <[email protected]> Co-authored-by: George Batchkala <[email protected]> Co-authored-by: vqdang <[email protected]> Co-authored-by: Jiaqi Lv <[email protected]> Co-authored-by: Alon Alexander <[email protected]>
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# Conflicts: # .github/workflows/conda-env-create.yml # .github/workflows/docker-publish.yml # .github/workflows/python-package.yml # .pre-commit-config.yaml # AUTHORS.md # CITATION.cff # HISTORY.md # docs/installation.rst # pyproject.toml # requirements/requirements_dev.txt # setup.py # tiatoolbox/__init__.py # tiatoolbox/wsicore/wsireader.py
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commit d315a5f415542890f351ddb07c771d62c278c2f2 Merge: dab2693 1a27178 Author: Musraf Basheer <[email protected]> Date: Fri Jan 24 15:07:28 2025 +0000 Merge branch 'sam-architecture' into develop commit dab2693 Merge: ca37400 8ff4f5e Author: mbasheer04 <[email protected]> Date: Fri Jan 24 15:04:28 2025 +0000 Merge branch 'TissueImageAnalytics:develop' into develop commit 1a27178 Merge: 3b51acb 8ff4f5e Author: mbasheer04 <[email protected]> Date: Fri Jan 24 14:57:22 2025 +0000 Merge branch 'TissueImageAnalytics:develop' into sam-architecture commit 3b51acb Author: Musraf Basheer <[email protected]> Date: Fri Jan 24 14:53:06 2025 +0000 Improved Engine commit 8ff4f5e Author: Mark Eastwood <[email protected]> Date: Thu Jan 23 10:03:43 2025 +0000 📌 Pin `zarr<3.0.0` (TissueImageAnalytics#905) - `zarr>3.0.0` is not compatible yet commit 46d30f2 Merge: 1e136c5 ca37400 Author: Musraf Basheer <[email protected]> Date: Fri Jan 17 14:22:18 2025 +0000 Merge branch 'develop' into sam-architecture commit ca37400 Merge: 32cae0b f385ced Author: mbasheer04 <[email protected]> Date: Fri Jan 17 14:18:47 2025 +0000 Merge pull request #1 from TissueImageAnalytics/develop Merge develop commit 1e136c5 Merge: 47a2190 bb9399d Author: Musraf Basheer <[email protected]> Date: Fri Jan 17 14:12:52 2025 +0000 Merge branch 'sam-architecture' of https://github.com/mbasheer04/tiatoolbox into sam-architecture commit 47a2190 Author: Musraf Basheer <[email protected]> Date: Fri Jan 17 14:08:11 2025 +0000 Improved engine & added unit tests commit f385ced Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri Jan 10 12:04:52 2025 +0000 :technologist: pre-commit autoupdate (TissueImageAnalytics#902) * 🧑💻 pre-commit autoupdate updates: - [github.com/executablebooks/mdformat: 0.7.19 → 0.7.21](hukkin/mdformat@0.7.19...0.7.21) - [github.com/astral-sh/ruff-pre-commit: v0.8.2 → v0.8.6](astral-sh/ruff-pre-commit@v0.8.2...v0.8.6) * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> commit 0ddd2b1 Author: Shan E Ahmed Raza <[email protected]> Date: Thu Dec 12 14:45:39 2024 +0000 🔖 Release 1.6.0 (TissueImageAnalytics#898) ## TIAToolbox v1.6.0 (2024-12-12) ### Major Updates and Feature Improvements - **Foundation Models Support via `timm` API** (TissueImageAnalytics#856, contributed by @GeorgeBatch) - Introduced `TimmBackbone` for running additional PyTorch Image Models. - Tested models include `UNI`, `Prov-GigaPath`, and `H-optimus-0`. - Added an example notebook demonstrating feature extraction with foundation models. - `timm` added as a dependency. - **Performance Enhancements with `torch.compile`** (TissueImageAnalytics#716) - Improved performance on newer GPUs using `torch.compile`. - **Multichannel Input Support in `WSIReader`** (TissueImageAnalytics#742) - **AnnotationStore Filtering for Patch Extraction** (TissueImageAnalytics#822) - **Python 3.12 Support** - **Deprecation of Python 3.8 Support** - **CLI Response Time Improvements** (TissueImageAnalytics#795) ### API Changes - **Device Specification Update** (TissueImageAnalytics#882) - Replaced `has_gpu` with `device` for specifying GPU or CPU usage, aligning with PyTorch's `Model.to()` functionality. - **Windows Compatibility Enhancement** (TissueImageAnalytics#769) - Replaced `POWER` with explicit multiplication. ### Bug Fixes and Other Changes - **TIFFWSIReader Bound Reading Adjustment** (TissueImageAnalytics#777) - Fixed `read_bound` to use adjusted bounds. - Reduced code complexity in `WSIReader` (TissueImageAnalytics#814). - **Annotation Rendering Fixes** (TissueImageAnalytics#813) - Corrected rendering of annotations with holes. - **Non-Tiled TIFF Support in `WSIReader`** (TissueImageAnalytics#807, contributed by @GeorgeBatch) - **HoVer-Net Documentation Update** (TissueImageAnalytics#751) - Corrected class output information. - **Citation File Fix for `cffconvert`** (TissueImageAnalytics#869, contributed by @Alon-Alexander) - **Bokeh Compatibility Updates** - Updated `bokeh_app` for compatibility with `bokeh>=3.5.0`. - Switched from `size` to `radius` for `bokeh>3.4.0` compatibility (TissueImageAnalytics#796). - **JSON Extraction Fixes** (TissueImageAnalytics#772) - Restructured SQL expression construction for JSON properties with dots in keys. - **VahadaneExtractor Warning** (TissueImageAnalytics#871) - Added warning due to changes in `scikit-learn>0.23.0` dictionary learning (TissueImageAnalytics#382). - **PatchExtractor Error Message Refinement** (TissueImageAnalytics#883) - **Immutable Output Fix in `WSIReader`** (TissueImageAnalytics#850) ### Development-Related Changes - **Mypy Checks Added** - Applied to `utils`, `tools`, `data`, `annotation`, and `cli/common`. - **ReadTheDocs PDF Build Deprecation** - **Formatter Update** - Replaced `black` with `ruff-format`. - **Dependency Removal** - Removed `jinja2`. - **Test Environment Update** - Updated to `Ubuntu 24.04`. - **Conda Environment Workflow Update** - Implemented `micromamba` setup. - **Codecov Reporting Fix** (TissueImageAnalytics#811) **Full Changelog:** TissueImageAnalytics/tiatoolbox@v1.5.1...v1.6.0 commit a38d95f Author: Shan E Ahmed Raza <[email protected]> Date: Thu Dec 5 17:14:20 2024 +0000 [skip ci] 🐛 Fix `benchmarks/annotation_store.ipynb` (TissueImageAnalytics#894) - Fix `benchmarks/annotation_store.ipynb` errors commit 6b214fe Author: adamshephard <[email protected]> Date: Tue Dec 3 14:09:33 2024 +0000 📝 Add Example Notebook for Foundation Models (TissueImageAnalytics#887) - Add Example Notebook to explain how to use Foundation Models from `timm` module in TIAToolbox. --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Shan E Ahmed Raza <[email protected]> commit 442bd3f Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Tue Dec 3 09:40:40 2024 +0000 :technologist: pre-commit autoupdate (TissueImageAnalytics#891) <!--pre-commit.ci start--> updates: - [github.com/executablebooks/mdformat: 0.7.18 → 0.7.19](hukkin/mdformat@0.7.18...0.7.19) --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Shan E Ahmed Raza <[email protected]> commit 741463c Author: Shan E Ahmed Raza <[email protected]> Date: Mon Dec 2 22:45:05 2024 +0000 :pushpin: Update `ruff` Version to `v0.8.1` (TissueImageAnalytics#890) - Update `ruff` Version to `v0.8.1` --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> commit 9a62c10 Author: Shan E Ahmed Raza <[email protected]> Date: Mon Dec 2 17:11:39 2024 +0000 [skip ci] :memo: Update Jupyter Notebooks for Release `v1.6.0` (TissueImageAnalytics#885) - Update Jupyter Notebooks for the New Release - Fix issues with API changes e.g., device instead of ON_GPU flag. commit 4a1940d Author: Shan E Ahmed Raza <[email protected]> Date: Fri Nov 29 16:13:37 2024 +0000 :technologist: `torch.compile` is not compatible with Windows. (TissueImageAnalytics#888) - `torch.compile` is not currently compatible with Windows. See pytorch/pytorch#122094 commit 5f1cecb Author: Jiaqi-Lv <[email protected]> Date: Fri Nov 29 14:37:39 2024 +0000 🧑💻 Refine `PatchExtractor` Error Message (TissueImageAnalytics#883) - Fix Misleading error message TissueImageAnalytics#881 commit 5beb119 Author: Musraf Basheer <[email protected]> Date: Tue Nov 26 18:47:14 2024 +0000 Initialised SAM Engine commit bb9399d Author: mbasheer04 <[email protected]> Date: Fri Nov 22 19:26:45 2024 +0000 Created using Colab commit ca13e7f Author: Shan E Ahmed Raza <[email protected]> Date: Thu Nov 21 22:28:44 2024 +0000 ♻️ Update Changes from New Engine Design (TissueImageAnalytics#882) - Add changes from New engine design TissueImageAnalytics#578. This will not only simplify the PR but also keep the main repo up to date. - Refactor `model_to` to `model_abc` - Instead of `on_gpu` use `device` as an input in line with `PyTorch`. - `infer_batch` uses `device` as an input instead of `on_gpu` commit 91ca877 Merge: 1e27436 32cae0b Author: mbasheer04 <[email protected]> Date: Thu Nov 21 21:03:41 2024 +0000 Merge branch 'develop' of https://github.com/TissueImageAnalytics/tiatoolbox into sam-architecture commit 1e27436 Author: mbasheer04 <[email protected]> Date: Thu Nov 21 21:00:34 2024 +0000 Implementing architecture for full-image segmentation commit 32cae0b Author: Abdol <[email protected]> Date: Fri Nov 15 20:29:34 2024 +0000 ⚡️Add `torch.compile` Functionality (TissueImageAnalytics#716) - Integrates PyTorch 2.0's [torch.compile](https://pytorch.org/docs/stable/generated/torch.compile.html) functionality to demonstrate performance improvements in torch code. This PR focuses on adding `torch.compile` to `PatchPredictor`. **Notes:** - According to the [documentation](https://pytorch.org/tutorials/intermediate/torch_compile_tutorial.html), noticeable performance can be achieved when using modern NVIDIA GPUs (H100, A100, or V100) **TODO:** - [x] Resolve compilation errors related to using `torch.compile` in running models - [x] Initial config - [x] Add to patch predictor - [x] Add to registration - [x] Add to segmentation - [x] Test on custom models - [x] Test on `torch.compile` compatible GPUs --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Shan E Ahmed Raza <[email protected]> Co-authored-by: Jiaqi-Lv <[email protected]> commit e1a57c6 Author: mbasheer04 <[email protected]> Date: Fri Nov 15 17:29:44 2024 +0000 Created Jupyter Notebook for SAM architecture commit 9113996 Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri Nov 15 17:18:16 2024 +0000 :technologist: pre-commit autoupdate (TissueImageAnalytics#880) * 🧑💻 pre-commit autoupdate updates: - [github.com/astral-sh/ruff-pre-commit: v0.7.0 → v0.7.2](astral-sh/ruff-pre-commit@v0.7.0...v0.7.2) * 📌 Update `ruff` version. --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Shan E Ahmed Raza <[email protected]> commit c980eec Author: George Batchkala <[email protected]> Date: Fri Nov 15 16:31:42 2024 +0000 🆕 Integrate Foundation Models Available VIA `timm`: `UNI`, `Prov-GigaPath`, `H-optimus-0` (TissueImageAnalytics#856) - Integrates pre-trained foundation models from other labs into tiatoolbox.models.architecture.vanilla.py. Currently, the `_get_architecture()` function allows the use of models from `torchvision.models`. A new function `_get_timm_architecture()` has been incorporated to support foundation models which are available from `timm` with weights on HuggingFace Hub. - All the models from `timm` that used require users to sign the licence agreement with the authors. - The users can add new models by modifying `_get_timm_architecture()` --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Shan E Ahmed Raza <[email protected]> commit 7fb9926 Author: Mostafa Jahanifar <[email protected]> Date: Fri Nov 8 17:25:02 2024 +0000 🐛 Add Warning for `VahadaneExtractor` Algorithm Instability (TissueImageAnalytics#871) - Adds a warning to the `VahadaneExtractor` to inform users about the algorithm's instability due to changes in the dictionary learning algorithm in `scikit-learn versions > 0.23.0 (see issue TissueImageAnalytics#382)`. - The docstrings are updated accordingly to reflect this warning. - No other functionality is altered. --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> commit f4f2fa6 Author: mbasheer04 <[email protected]> Date: Sun Nov 3 23:41:50 2024 +0000 Initial setup of SAM architecture commit 12d435e Author: Shan E Ahmed Raza <[email protected]> Date: Thu Oct 24 16:40:56 2024 +0100 :pushpin: Pin `numpy<2.0.0` (TissueImageAnalytics#876) - `numpy>=2.0` breaks the tests. commit 76f02f8 Author: Mark Eastwood <[email protected]> Date: Fri Oct 18 14:53:49 2024 +0100 🆕 Use Annotations as a Filter for Patch Extraction (TissueImageAnalytics#822) - Adds the ability to get patches filtered by class or label using AnnotationStore. - Allows the user to provide a path to an annotation store as the mask. - By default the mask will then be built out of all the annotations, but the user can also provide any filter that works in the annotation store, and have only those annotations make the mask. For example, if the user have some pathologist annotations with some regions, and they would only want to extract patches which have some overlap with regions labelled 'tumor' or any other class, they would just need to provide the appropriate string ("props['label'] == 'tumor'" for example). --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> commit 0b857c7 Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri Oct 18 12:00:04 2024 +0100 :technologist: `pre-commit` autoupdate (TissueImageAnalytics#868) * [pre-commit.ci] pre-commit autoupdate updates: - [github.com/pre-commit/pre-commit-hooks: v4.6.0 → v5.0.0](pre-commit/pre-commit-hooks@v4.6.0...v5.0.0) - [github.com/astral-sh/ruff-pre-commit: v0.6.5 → v0.6.9](astral-sh/ruff-pre-commit@v0.6.5...v0.6.9) * 🐛 Fix pre-commit yaml * 🧑💻 Change to monthly schedule. * [pre-commit.ci] pre-commit autoupdate updates: - [github.com/executablebooks/mdformat: 0.7.17 → 0.7.18](hukkin/mdformat@0.7.17...0.7.18) - [github.com/pre-commit/pre-commit-hooks: v4.6.0 → v5.0.0](pre-commit/pre-commit-hooks@v4.6.0...v5.0.0) - [github.com/astral-sh/ruff-pre-commit: v0.6.5 → v0.6.9](astral-sh/ruff-pre-commit@v0.6.5...v0.6.9) * 🔀 Merge online and local copies * 📌 Pin dependencies * 📌 Pin `ruff` version --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Shan E Ahmed Raza <[email protected]> commit 52792bc Author: Alon Alexander <[email protected]> Date: Wed Oct 2 12:51:52 2024 +0300 🐛 Fix `CITATION.cff` to Make it Compatible with `cffconvert` - To cite this repository using `cffconvert`, the conversion fails as the citation file was invalid. - This PR fixes the citation file to a valid ORCID. commit 3714ef7 Author: Shan E Ahmed Raza <[email protected]> Date: Wed Oct 2 10:22:26 2024 +0100 :pushpin: Pin `bokeh` version to less than 3.6.0 (TissueImageAnalytics#870) - Pin `bokeh` version to less than `3.6.0` - `bokeh` 3.6.0 has breaking changes
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TIAToolbox v1.6.0 (2024-12-12)
Major Updates and Feature Improvements
timmAPI (🆕 Integrate Foundation Models Available VIAtimm:UNI,Prov-GigaPath,H-optimus-0#856, contributed by @GeorgeBatch)TimmBackbonefor running additional PyTorch Image Models.UNI,Prov-GigaPath, andH-optimus-0.timmadded as a dependency.torch.compile(⚡️Addtorch.compileFunctionality #716)torch.compile.WSIReader(🚸 Handle MultidimensionalFeaturesinWSIReader#742)cli.visualizeto ImprovecliResponse #795)API Changes
has_gpuwithdevicefor specifying GPU or CPU usage, aligning with PyTorch'sModel.to()functionality.POWERfrom sqlite-dist Calculations #769)POWERwith explicit multiplication.Bug Fixes and Other Changes
TIFFWSIReaderread_bound#777)read_boundto use adjusted bounds.WSIReader(🐛 Fix Code Complexity inwsireader#814).WSIReader(🚸 Add Support forignore_is_tiled_tiffinWSIReader.open()#807, contributed by @GeorgeBatch)HoVer-NetClass Output Information indocs#751)cffconvert(🐛 FixCITATION.cffto Make it Compatible withcffconvert#869, contributed by @Alon-Alexander)bokeh_appfor compatibility withbokeh>=3.5.0.sizetoradiusforbokeh>3.4.0compatibility (👽 Changesizetoradiusforbokeh 3.4Compatibility #796).json_extractConstruction #772)VahadaneExtractorAlgorithm Instability #871)scikit-learn>0.23.0dictionary learning (Vahadane stain-norm fails #382).PatchExtractorError Message #883)WSIReader(🐛 Fix Immutable Output fromWSIReader#850)Development-Related Changes
utils,tools,data,annotation, andcli/common.blackwithruff-format.jinja2.Ubuntu 24.04.micromambasetup.codecovReporting #811)Full Changelog: v1.5.1...v1.6.0