v2.1.0

Release Notes

v2.1.0

Added

• Add MVTec LOCO dataset by @samet-akcay in #2607
• 🚀 Add VAD dataset by @abc-125 in #2603
• 🚀 Add Real-IAD dataset by @samet-akcay in #2545
• 🚀 Add MVTecAD2 dataset by @samet-akcay in #2562
• 🚀 Add FUVAS Video Anomaly Detection Model by @samet-akcay in #2654
• 📚 Add feature request template by @samet-akcay in #2659
• Enable tiled ensembe in v2 by @blaz-r in #2660
• Add log for Tiled Ensemble PR by @rajeshgangireddy in #2683
• Adding Zizmor and minor refactor by @AlexanderBarabanov in #2685
• Add issue-management workflow by @samet-akcay in #2746
• Tabular datamodule (Custom dataset from DataFrame, CSV, or Parquet) by @manuelkonrad in #2713
• feat: Implement type-safe deprecation decorator with version support by @samet-akcay in #2771
• feat(ci): add conventional commit enforcement and automation by @samet-akcay in #2773
• Enable Visualization for NumPy Input/Output by @samet-akcay in #2764
• 🚀 feat(data): add MPDD dataset by @samet-akcay in #2816
• docs(utils): update benchmarking docs by @alfieroddan in #2814
• 🚀 feat(build): migrate to UV dependency management by @samet-akcay in #2796
• 🚀 feat(model): Add Dinomaly Model by @rajeshgangireddy in #2835

Changed

• Intermediate environment variable usage in workflows by @AlexanderBarabanov in #2617
• 🐞 Replace the mandatory PatchCore center crop with an optional one, add the same to CFA by @abc-125 in #2623
• Update MVTecLOCO by @ashwinvaidya17 in #2651
• Semgrep and Bandit config refactor by @AlexanderBarabanov in #2646
• docs: update installation guide with correct repository URL by @gggg8657 in #2662
• update references to old github org by @djdameln in #2682
• Return metrics from train by @ashwinvaidya17 in #2702
• Make OpenVINO fully optional in Anomalib by @samet-akcay in #2719
• Docs: update custom pre-processing class to import from correct origin by @lucianchauvin in #2731
• Addressing Zizmor and CodeQL findings by @AlexanderBarabanov in #2742
• Security composite actions minor changes by @AlexanderBarabanov in #2748
• 📚 Update Data Docs by @samet-akcay in #2755
• Update generate_output_filename function by @samet-akcay in #2760
• Bump softprops/action-gh-release from 2.2.2 to 2.3.2 by @dependabot[bot] in #2770
• 📚 Docs: Refactor EfficientAdModel example and update output shapes by @samet-akcay in #2766
• refactor(visualizer): remove unnecessary warning log in visualize_image_item by @samet-akcay in #2778
• 🔧 chore(ci): migrate from individual commit message validation to PR title validation by @samet-akcay in #2791
• fix(export): enhance model export with flexible kwargs support for ONNX and OpenVINO by @samet-akcay in #2780
• 🔧 chore: pre-commit autoupdate by @samet-akcay in #2790
• 🔧 chore: fix the security issues highlighted by semgrep scans by @samet-akcay in #2792
• 🔧 chore(ci): overhaul issue management process with new templates and enhanced workflow by @samet-akcay in #2799
• 🔄 refactor(notebooks): restructure directory layout by @samet-akcay in #2804
• 🔧 chore: reorder license, docstring, imports, then code by @eugene123tw in #2822
• 🔧 chore(ci): enable Renovate and OpenSSF Scorecard reports by @AlexanderBarabanov in #2845
• 🔄 refactor(model): memory usage optimisation by @alfieroddan in #2813
• ♻️ refactor(cli): show import error in CLI by @ashwinvaidya17 in #2856
• 🚀 feat(model): add UniNet by @ashwinvaidya17 in #2797
• chore(deps): update dependency zizmorcore/zizmor to v1.11.0 by @oep-renovate[bot] in #2850
• chore(deps): pin dependencies by @oep-renovate[bot] in #2855

Fixed

• 🐞 Fix model-specific transforms for DRÆM and DSR by @abc-125 in #2624
• 🐞 fix: remove custom state dict handling in WinClip to fix inference tensor issues by @samet-akcay in #2630
• 🐞 Fix MVTecLOCO args by @samet-akcay in #2650
• Fix SuperSimpleNet pretrained weights. by @blaz-r in #2712
• 🔒 Security Fix: Mitigate Remote Code Execution Risk in torch.load by @samet-akcay in #2729
• 🔨 Fix Arbitrary imports in get_datamodule() by @rajeshgangireddy in #2736
• Fix the wrong variable to be printed on the warning message by @samet-akcay in #2754
• Fix AUPR curve axis labels to follow standard convention by @samet-akcay in #2772
• fix(data): enhance ToNumpyMixin for improved tensor conversion by @samet-akcay in #2775
• fix(visualization): modify the image font loading logic by @samet-akcay in #2783
• 🐞fix(data): Fixed bug where MVTecLOCO GT Masks were not loaded correctly by @AveraGE0 in #2805
• 🐞 fix(docs): replace problematic emojis and improve CI workflow by @samet-akcay in #2809
• fix(model): remove in-place ops in CombinedDensityEstimator.predict f… by @grannycola in #2808
• fix(data): MVTecAD2 CLI bug fix enum serialisation by @alfieroddan in #2817
• 🔒 fix: semgrep security issues by replacing inefficient torch.Tensor() constructors by @samet-akcay in #2824
• fix(imports): update OpenVINO import paths in inferencer and post-pro… by @samet-akcay in #2829
• 🐞 fix(model): EfficientAD NotImplementedError: ('{} cannot be pickled', '_SingleProcessDataLoaderIter') by @alexriedel1 in #2837
• 🐞 fix(data): update_augmentations when no model is attached by @samet-akcay in #2720
• fix(deploy): Fix discrepancy between lightning and standalone inferencers by @ashwinvaidya17 in #2843
• fix(docs): revert correct symlink by @AlexanderBarabanov in #2854

New Contributors

• @AlexanderBarabanov made their first contribution in #2617
• @gggg8657 made their first contribution in #2662
• @rajeshgangireddy made their first contribution in #2683
• @lucianchauvin made their first contribution in #2731
• @manuelkonrad made their first contribution in #2713
• @AveraGE0 made their first contribution in #2805
• @grannycola made their first contribution in #2808
• @alfieroddan made their first contribution in #2814
• @oep-renovate[bot] made their first contribution in #2850

Full Changelog: v2.0.0...v2.1.0