Anomalib

Added

- Add requirements into `pyproject.toml` & Refactor anomalib install `get_requirements` by harimkang in https://github.com/openvinotoolkit/anomalib/pull/1808

Changed

- 📚 Update the getting started notebook by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1800
- 🔨Refactored-assert-statements-with-explicit-error-handling by sahusiddharth in https://github.com/openvinotoolkit/anomalib/pull/1825
- 🔨Made-imagenette-path-configurable-in-config by sahusiddharth in https://github.com/openvinotoolkit/anomalib/pull/1833
- 🛠️ Update changelog by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1842
- Remove input_size argument from models 1827 by Shakib-IO in https://github.com/openvinotoolkit/anomalib/pull/1856
- 🚀 Allow validation splits from training data by davnn in https://github.com/openvinotoolkit/anomalib/pull/1865
- 🛠️ Ensure images are loaded in RGB format by davnn in https://github.com/openvinotoolkit/anomalib/pull/1866
- 🔨 Update OpenVINO predict to handle normalization inside the method. by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1875
- ✨ Upgrade TorchMetrics by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1879
- Address minor WinCLIP issues by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1889

Deprecated

Fixed

- 🐞 Fix single-frame video input size by [djdameln](https://github.com/djdameln) (<https://github.com/openvinotoolkit/anomalib/pull/1910>)
- 🐞 Fix dobot notebook by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1852
- 🐞 Fix CLI config and update the docs. by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1886
- 🐞 Fix the error if the device in masks_to_boxes is not both CPU and CUDA by danylo-boiko in https://github.com/openvinotoolkit/anomalib/pull/1839
- 🐞 Hot-fix wrong requirement for setup.py by harimkang in https://github.com/openvinotoolkit/anomalib/pull/1823
- 🐞 Use right interpolation method in WinCLIP resize (<https://github.com/openvinotoolkit/anomalib/pull/1889>)
- 🐞 Fix the error if the device in masks_to_boxes is not both CPU and CUDA by danylo-boiko in https://github.com/openvinotoolkit/anomalib/pull/1839

New Contributors

- sahusiddharth made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1825
- Shakib-IO made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1856
- davnn made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1866

**Full Changelog**: https://github.com/openvinotoolkit/anomalib/compare/v1.0.0...v1.0.1

Added

- 🚀 Add KMeans PyTorch Implementation to cfa model by aadhamm in https://github.com/openvinotoolkit/anomalib/pull/998
- 🚀 Add DSR model by phcarval in https://github.com/openvinotoolkit/anomalib/pull/1142
- ⚙️ Add `setuptools` as a requirement (via `pkg_resources`) by murilo-cunha in https://github.com/openvinotoolkit/anomalib/pull/1168
- 🚀 Add support to backbone URI in config. by mzweilin in https://github.com/openvinotoolkit/anomalib/pull/1343
- ⚙️ Add extra checks to `TorchInferencer` model and metadata loading by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1350
- ⚙️ Handle `dict` objects in `TorchInferencer` by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1354
- ⚙️ Add tag to workflow by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1382
- 🚀 Adding U-Flow method by mtailanian in https://github.com/openvinotoolkit/anomalib/pull/1415
- 🚀 V1 by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1663
- 📚 Announce anomalib v1 on the main `README.md` by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1542
- 📚 Add docs for the depth data by willyfh in https://github.com/openvinotoolkit/anomalib/pull/1694
- 📚 Add docs for the U-Flow model by willyfh in https://github.com/openvinotoolkit/anomalib/pull/1695
- 📚 Add docs for the DSR model by willyfh in https://github.com/openvinotoolkit/anomalib/pull/1700
- 📚 Add news section to docs by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1689
- 📚 Add test documentation to the readme file by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1734
- 🔨 Allow string types in CLI enums by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1741
- 🚀 Remove pl dependency from Anomalib CLI & Add install subcommand by harimkang in https://github.com/openvinotoolkit/anomalib/pull/1748
- 📚 Add Secure development knowledge section to `SECURE.md` file by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1751
- 🔨 Add default metrics to Engine by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1769
- Enable image-level normalization flag by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1771
- Add explicit requirements to docs build workflow by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1787
- Add test case to model transform tests by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1795
- 📚 Add `GOVERNANCE.md`file by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1716
- 🔒 Add bandit checks to pre-commit by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1710
- 📚 Add sdd and contributing guidelines to the documentation by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1708
- Fix scheduler num_steps for EfficientAD by blaz-r in https://github.com/openvinotoolkit/anomalib/pull/1705
- 🔒 Add GPG keys to sign the python wheel to publish on pypi by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1687

Changed

- 🔨 Version bump by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1305
- 🔨 Modify README custom dataset by Kiminjo in https://github.com/openvinotoolkit/anomalib/pull/1314
- 🔨 Change the documentation URL in `README.md` and add commands to run each inferencer by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1326
- 🔨 Allow dynamic batch-sizes when exporting to ONNX, instead if fixed input shapes by BeeAlarmed in https://github.com/openvinotoolkit/anomalib/pull/1347
- 🔨 README: Synchronize OV version with requirements by sovrasov in https://github.com/openvinotoolkit/anomalib/pull/1358
- 🔨 update timm to 0.6.13 by Gornoka in https://github.com/openvinotoolkit/anomalib/pull/1373
- 🔨 Refactor Reverse Distillation to match official code by abc-125 in https://github.com/openvinotoolkit/anomalib/pull/1389
- 🔨 Address tiler issues by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1411
- 🔨 preexisting OpenCV version check added to `setup.py`, ran formatting pre-commit hooks on previous contribution. by abdullamatar in https://github.com/openvinotoolkit/anomalib/pull/1424
- 🔨 Improved speed and memory usage of mean+std calculation by belfner in https://github.com/openvinotoolkit/anomalib/pull/1457
- 🔨 Changed default inference device to AUTO in https://github.com/openvinotoolkit/anomalib/pull/1534
- 🔨 Refactor/extensions custom dataset by abc-125 in https://github.com/openvinotoolkit/anomalib/pull/1562
- 📚 Modify the PR template by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1611
- 📚 Remove github pages by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1667
- 🔒 Validate path before processing by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1668
- 📚 Update RKDE lighting model file header (hence docs) with paper URL by tobybreckon in https://github.com/openvinotoolkit/anomalib/pull/1671
- 🔒 Address checkmarx issues. by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1672
- 📚 Update contribution guidelines by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1677
- 🔒 Replace `md5` with `sha-256` by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1680
- 🔨 Refactor Visualisation by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1693
- 🚀 Replace `albumentations` with `torchvision` transforms by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1706
- 💥 Create a script to upgrade v0.\* configuration format to v1 by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1738
- 🔨 Refactor type alias by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1742
- 🔨 Remove Lightning dependencies from the CLI and Add `anomalib install` subcommand by harimkang in https://github.com/openvinotoolkit/anomalib/pull/1748
- 🔨 Refactor `Engine.predict` method by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1772
- 🔨 Rename DynamicBufferModule to DynamicBufferMixin by danylo-boiko in https://github.com/openvinotoolkit/anomalib/pull/1776
- 🔨 Refactor Engine args: Create workspace directory from API by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1773
- Change Dockerfile to fix 1775 by thinhngo-x in https://github.com/openvinotoolkit/anomalib/pull/1781
- 🔨 📄 Change config location 2 by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1789
- Update setup logic in model and datamodule by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1794
- Cleanup notebooks by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1796
- 🔨 Remove access denied error by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1797
- 📚 Update the installation instructions by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1790

Deprecated

- Support only Python 3.10 and greater in https://github.com/openvinotoolkit/anomalib/pull/1299
- 🗑️ Remove HPO and Benchmarking from CLI by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1743
- 🔨 Remove CDF normalization and temporarily remove pipelines. by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1761

Fixed

- 🐞 Fix unexpected key pixel_metrics.AUPRO.fpr_limit by WenjingKangIntel in https://github.com/openvinotoolkit/anomalib/pull/1055
- 📚 Fix docs build by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1307
- 🐞 Fix tiling for Reverse Distillation and STFPM by blaz-r in https://github.com/openvinotoolkit/anomalib/pull/1319
- 📚 Fix the readthedocs config by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1322
- 🐞 Fix PRO metric calculation on GPU by blaz-r in https://github.com/openvinotoolkit/anomalib/pull/1317
- 🐞 Fix dockerfile cuda version by phcarval in https://github.com/openvinotoolkit/anomalib/pull/1330
- 🐞 Fix patchcore interpolation by jpcbertoldo in https://github.com/openvinotoolkit/anomalib/pull/1335
- 🔨 Efficient ad reduced memory footprint by MG109 in https://github.com/openvinotoolkit/anomalib/pull/1340
- 📚 Fix(docs): typo by pirnerjonas in https://github.com/openvinotoolkit/anomalib/pull/1353
- 🐞 Fix EfficientAD to use width and height of the input by abc-125 in https://github.com/openvinotoolkit/anomalib/pull/1355
- 📚 Fix the broken link in training.rst by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1363
- 📚 Missing indentation in metrics.rst docs by caiolang in https://github.com/openvinotoolkit/anomalib/pull/1379
- 🐞 Patch for the WinError183 on the OpenVino export mode by ggiret-thinkdeep in https://github.com/openvinotoolkit/anomalib/pull/1386
- 🐞 Fix DRAEM by blaz-r in https://github.com/openvinotoolkit/anomalib/pull/1431
- 🐞 Fix/efficient ad normalize before every validation by abc-125 in https://github.com/openvinotoolkit/anomalib/pull/1441
- 🐞 Hotfix: Limit Gradio Version by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1458
- 🔨 Fixed DSR by phcarval in https://github.com/openvinotoolkit/anomalib/pull/1486
- 📚 Fix result image URLs by f0k in https://github.com/openvinotoolkit/anomalib/pull/1510
- 🐞 Fix broken 501 notebooks by adrianboguszewski in https://github.com/openvinotoolkit/anomalib/pull/1630
- 🐞 Fixed shape error, allowing arbitary image sizes for EfficientAD by holzweber in https://github.com/openvinotoolkit/anomalib/pull/1537
- 📚 Fix the broken images on `README.md` by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1666
- Fixed OpenVINO notebooks by adrianboguszewski in https://github.com/openvinotoolkit/anomalib/pull/1678
- 🐞 Fix GMM test by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1696
- 📚 Fix indentation and add license for the ShanghaiTech Campus Dataset by willyfh in https://github.com/openvinotoolkit/anomalib/pull/1701
- 🚨Fix predict_step in AnomalyModule by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1746
- Fix the imports to fit in OpenVINO 2023.3 by prob1995 in https://github.com/openvinotoolkit/anomalib/pull/1756
- 📚 Documentation update: fix a typo of README by youngquan in https://github.com/openvinotoolkit/anomalib/pull/1753
- 🐞Fix visualization by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1766
- 🩹Minor fixes by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1788
- ⏳ Restore Images by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1791

New Contributors

- Kiminjo made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1314
- murilo-cunha made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1168
- aadhamm made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/998
- MG109 made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1340
- BeeAlarmed made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1347
- pirnerjonas made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1353
- sovrasov made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1358
- abc-125 made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1355
- Gornoka made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1373
- caiolang made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1379
- ggiret-thinkdeep made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1386
- belfner made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1457
- abdullamatar made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1424
- mtailanian made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1415
- f0k made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1510
- holzweber made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1537
- tobybreckon made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1671
- prob1995 made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1756
- danylo-boiko made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1776
- thinhngo-x made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1781

**Full Changelog**: https://github.com/openvinotoolkit/anomalib/compare/v0.7.0...v1.0.0

Added

- AUPRO binning capability by yann-cv in https://github.com/openvinotoolkit/anomalib/pull/1145
- Add support for receiving dataset paths as a list by harimkang in https://github.com/openvinotoolkit/anomalib/pull/1265
- Add modelAPI compatible OpenVINO export by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1219

Changed

- Enable training with only normal images for MVTec by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1241
- Improve default settings of EfficientAD in https://github.com/openvinotoolkit/anomalib/pull/1143
- Added the tracer_kwargs to the TorchFXFeatureExtractor class by JoaoGuibs in https://github.com/openvinotoolkit/anomalib/pull/1214
- Replace cdist in Patchcore by blaz-r in https://github.com/openvinotoolkit/anomalib/pull/1267
- Ignore hidden directories when creating Folder dataset by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1268

Fixed

- Fix typechecking error for toch.onnx.export by ORippler in https://github.com/openvinotoolkit/anomalib/pull/1159
- Fix benchmarking type error by blaz-r in https://github.com/openvinotoolkit/anomalib/pull/1155
- Fix incorrect shape mismatch between anomaly map and ground truth mask by alexriedel1 in https://github.com/openvinotoolkit/anomalib/pull/1182
- Fix dataset keys in benchmarking notebook by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1242
- Remove config from argparse in OpenVINO inference script by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1257
- Fix EfficientAD number of steps for optimizer lr change by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1266
- Fix unable to read the mas image by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1277

Added

- EfficientAD by alexriedel1 in https://github.com/openvinotoolkit/anomalib/pull/1073
- AI-VAD bbox post-processing by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1103
- Add dataset categories to data modules by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1105
- Pass codedov token from environment by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1102

Changed

- OV API2.0 by paularamo in https://github.com/openvinotoolkit/anomalib/pull/1098

Deprecated

- OV API1.0 by paularamo in https://github.com/openvinotoolkit/anomalib/pull/1098

 Fixed

- Fix Fastflow ONNX export. by jasonvanzelm in https://github.com/openvinotoolkit/anomalib/pull/1108
- Fix tile import typo by xbkaishui in https://github.com/openvinotoolkit/anomalib/pull/1106
- Fix `pre-commit` issues caused by the EfficientAD PR by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1114
- Bump requests from 2.26.0 to 2.31.0 in /requirements by dependabot in https://github.com/openvinotoolkit/anomalib/pull/1100

New Contributors

- xbkaishui made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1106
- jasonvanzelm made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1108

**Full Changelog**: https://github.com/openvinotoolkit/anomalib/compare/v0.5.1...v0.6.0

Added

- 🧪 Add tests for tools by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1069
- Add kolektor dataset by Ravindu987 in https://github.com/openvinotoolkit/anomalib/pull/983

Changed

- Rename `metadata_path` to `metadata` in `OpenvinoInferencer` in https://github.com/openvinotoolkit/anomalib/pull/1101
- 📝 [Notebooks] - Simplify the dobot notebooks. by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1084
- Upgrade python to 3.10 by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1035
- 📝 [Notebooks] - Install anomalib via pip in the Jupyter Notebooks by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1091
- Update code-scan workflow to use Trivy by yunchu in https://github.com/openvinotoolkit/anomalib/pull/1097

Fixed

- Fix `init_state_dict` bug in `wrap_nncf_model` in https://github.com/openvinotoolkit/anomalib/pull/1101
- Fix mypy pep561 by WenjingKangIntel in https://github.com/openvinotoolkit/anomalib/pull/1088
- 📝 [Notebooks] Fix the broken formatting by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1090

Added

- 📚 Add OpenVINO Inference to getting started notebook. by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/897
- Mvtec 3d by alexriedel1 in https://github.com/openvinotoolkit/anomalib/pull/907
- MVTec 3D and Folder3D by alexriedel1 in https://github.com/openvinotoolkit/anomalib/pull/942
- add reorder=True argument in aupro by triet1102 in https://github.com/openvinotoolkit/anomalib/pull/944
- always reorder inputs when computing AUROC by djdameln in https://github.com/openvinotoolkit/anomalib/pull/945
- always reorder for aupr metric by triet1102 in https://github.com/openvinotoolkit/anomalib/pull/975
- Add `README.md` files to `notebooks` directories and its subdirectories (<https://github.com/openvinotoolkit/anomalib/issues/993>)
- Set transformations from the config file by alexriedel1 in https://github.com/openvinotoolkit/anomalib/pull/990
- Add contributors to `README.md` by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/995
- Add codeowners file by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1019
- Configure reference frame for multi-frame video clips by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1023
- [Algo] Attribute-based Representations for Accurate and Interpretable Video Anomaly Detection by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1040

Changed

- Switch to src layout by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/921
- Remove `config` flag from `OpenVINOInferencer` (<https://github.com/openvinotoolkit/anomalib/pull/939>)
- Add ruff as the main linter by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/936
- Add a new workflow for code scanning by yunchu in https://github.com/openvinotoolkit/anomalib/pull/940
- Enable bandit scanning by yunchu in https://github.com/openvinotoolkit/anomalib/pull/954
- 🐳 Update Containers and Readme by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/952
- Refactor AUPRO metric by triet1102 in https://github.com/openvinotoolkit/anomalib/pull/991
- enable auto-fixing for ruff in pre-commit by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1004
- Refactor strings and ints into enum.Enum by WenjingKangIntel in https://github.com/openvinotoolkit/anomalib/pull/1044
- Modify codecov upload by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/1080

Deprecated

- Remove torchvision and torchtext by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/903
- Remove codacy from ci docs by ashwinvaidya17 in https://github.com/openvinotoolkit/anomalib/pull/924
- Remove config dependency from `OpenVINOInferencer` by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/939
- Remove config from torch inferencer by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1001

 Fixed

- Bugfix code logic to allow for passing of `nn.Module` to `TorchFXFeatureExtractor` by ORippler in https://github.com/openvinotoolkit/anomalib/pull/935
- fix broken links to tutorials (ex guides) by sergiev in https://github.com/openvinotoolkit/anomalib/pull/957
- Fixed outdated info in readme by blaz-r in https://github.com/openvinotoolkit/anomalib/pull/969
- Fix ruff isort integration by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/976
- Fix/samples dataframe annotation by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/981
- Fixed openvino_inferencer in gradio_inference by blaz-r in https://github.com/openvinotoolkit/anomalib/pull/972
- Fix issue in tutorial by Ravindu987 in https://github.com/openvinotoolkit/anomalib/pull/997
- Fix tarfile vulnerability by djdameln in https://github.com/openvinotoolkit/anomalib/pull/1003
- Cuda 11.4 dockerfile fix by phcarval in https://github.com/openvinotoolkit/anomalib/pull/1021
- Make anomalib PEP 561 compliant for mypy by WenjingKangIntel in https://github.com/openvinotoolkit/anomalib/pull/1038
- [Bug: 839] Crop in SSPCAB implementation by isaacncz in https://github.com/openvinotoolkit/anomalib/pull/1057
- [Bug: 865] datamodule.setup() assertion failed by isaacncz in https://github.com/openvinotoolkit/anomalib/pull/1058
- Fix logger message for test_split_ratio by ugotsoul in https://github.com/openvinotoolkit/anomalib/pull/1071
- Fix notebook readme formatting by samet-akcay in https://github.com/openvinotoolkit/anomalib/pull/1075

New Contributors

- triet1102 made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/944
- sergiev made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/957
- blaz-r made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/969
- ineiti made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/987
- Ravindu987 made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/997
- phcarval made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1021
- WenjingKangIntel made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1038
- isaacncz made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1057
- ugotsoul made their first contribution in https://github.com/openvinotoolkit/anomalib/pull/1071

**Full Changelog**: https://github.com/openvinotoolkit/anomalib/compare/v0.4.0...v0.5.0