v0.5.0

[v0.5.0] - 2023-05-09

Added

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

Changed

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

Deprecated

• Remove torchvision and torchtext by @samet-akcay in #903
• Remove codacy from ci docs by @ashwinvaidya17 in #924
• Remove config dependency from OpenVINOInferencer by @samet-akcay in #939
• Remove config from torch inferencer by @samet-akcay in #1001

Fixed

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• Fixed outdated info in readme by @blaz-r in #969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

New Contributors

• @triet1102 made their first contribution in #944
• @sergiev made their first contribution in #957
• @blaz-r made their first contribution in #969
• @ineiti made their first contribution in #987
• @Ravindu987 made their first contribution in #997
• @phcarval made their first contribution in #1021
• @WenjingKangIntel made their first contribution in #1038
• @isaacncz made their first contribution in #1057
• @ugotsoul made their first contribution in #1071

Full Changelog: v0.4.0...v0.5.0