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Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog.

[Unreleased]

Added

🚀 Add new SOTA video Anomaly detection module FUVAS
🚀 Add VAD dataset by @abc-125 in https://github.com/open-edge-platform/anomalib/pull/2603
🚀 Add Tiled Ensemble for V2 by @blaz-r in https://github.com/open-edge-platform/anomalib/pull/2660
🚀 Add Tabular datamodule by @manuelkonrad in https://github.com/openvinotoolkit/anomalib/pull/2713

Removed

Changed

🔨Fix semgrep security issue for get_datamodule() method in https://github.com/open-edge-platform/anomalib/pull/2736
🔨Update doc for get_exportable_transform() method in https://github.com/open-edge-platform/anomalib/pull/2731

Deprecated

Fixed

New Contributors

v2.0.0

Added

🚀 Add Dataclasses and PostProcessor by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2098
🚀 Add dataclass validators by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2307
🚀 Add Customisable Image Visualizer by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2334
🚀 Metrics redesign by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2326
🚀 Add PreProcessor to AnomalyModule by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2358
🚀 Add Multi-GPU Training Support by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2435
🔨 Refactor: Add missing auxiliary attributes to AnomalibModule by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2460
🔨 Rename AnomalyModule to AnomalibModule by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2423
🚀 Add AUPIMO metric by jpcbertoldo in https://github.com/open-edge-platform/anomalib/pull/1726 and refactored by ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2329
📚 Add AUPIMO tutorials notebooks in https://github.com/open-edge-platform/anomalib/pull/2330 and https://github.com/open-edge-platform/anomalib/pull/2336
🚀 Add XPU accelerator by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2530
Add beta release support by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2493
Add merge group to main branch by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2520
Add non-strict mode to AnomalibMetric by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2508
Add DCO merge group workflow configuration by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2528
Add configuration options to PostProcessor by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2547
Add MVTec backward compatibility by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2602
Add unit tests for MinMax metric by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2516

Removed

🗑️ Remove RKDE by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2455
🗑️ Remove rich methods by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2283
🔨 Replace imgaug with Native PyTorch Transforms by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2436
🗑️ Remove task type by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2450

Changed

Refactor Lightning's trainer.model to trainer.lightning_module by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2255
Update open-clip-torch requirement from <2.26.1,>=2.23.0 to >=2.23.0,<2.26.2 by @dependabot in https://github.com/open-edge-platform/anomalib/pull/2189
Update sphinx requirement by @dependabot in https://github.com/open-edge-platform/anomalib/pull/2235
Update ruff configuration by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2269
Revert "Update open-clip-torch requirement from <2.26.1,>=2.23.0 to >=2.23.0,<2.26.2" by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2270
🔨 Lint: U* 🔨 Refactor BaseThreshold to Threshold by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2278
🔨 Enable Ruff Rules: PLW1514 and PLR6201 by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2284
🔨 Update nncf export by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2286
🔨 Linting: Enable PLR6301, # could be a function, class method or static method by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2288
🔨 Restructure unit tests and fix ruff issues by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2306pdate Ruff Config - Add Missing Copyright Headers by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2281
🔨 optimization/quantization added into 500 series by @paularamo in https://github.com/open-edge-platform/anomalib/pull/2197
🚀 Made OpenVINOInferencer and TorchInferencer predict accept all the following types: str, Path, np.ndarray, PIL.Image.Image, torch.Tensor by @adrianboguszewski in https://github.com/open-edge-platform/anomalib/pull/2565

Fixed

🐞Replace package_available with module_available by @harimkang in https://github.com/open-edge-platform/anomalib/pull/2407
Fix multi-GPU support for post-processor by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2499
fix minmax by @alexriedel1 in https://github.com/open-edge-platform/anomalib/pull/2512
🛠️ Fix pre-commit issues by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2517
Minor fixes by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2522
🐞Fix ollama by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2519
fix synthetic anomaly datasets by @alexriedel1 in https://github.com/open-edge-platform/anomalib/pull/2497
Fix compatibility issue with cPython<=3.11.3 by @Kogia-sima in https://github.com/open-edge-platform/anomalib/pull/2416
Fix onnx input parameter name by @terrarier2111 in https://github.com/open-edge-platform/anomalib/pull/2525
Fix latest torch and torchvision compatibility by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2548
Fix post-processing visualization issues by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2534
Keep weights in state dict when exporting by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2582

New Contributors

@Kogia-sima made their first contribution in https://github.com/open-edge-platform/anomalib/pull/2416
@terrarier2111 made their first contribution in https://github.com/open-edge-platform/anomalib/pull/2525

[v1.2.0]

Added

🚀 Add ensembling methods for tiling to Anomalib by @blaz-r in https://github.com/open-edge-platform/anomalib/pull/1226
📚 optimization/quantization added into 500 series by @paularamo in https://github.com/open-edge-platform/anomalib/pull/2197
🚀 Add PIMO by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2329
📚 Add PIMO tutorial advanced i (fixed) by @jpcbertoldo in https://github.com/open-edge-platform/anomalib/pull/2336
🚀 Add VLM based Anomaly Model by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2344
📚 Add PIMO tutorials/02 advanced ii by @jpcbertoldo in https://github.com/open-edge-platform/anomalib/pull/2347
📚 Add PIMO tutorials/03 advanced iii by @jpcbertoldo in https://github.com/open-edge-platform/anomalib/pull/2348
📚 Add PIMO tutorials/04 advanced iv by @jpcbertoldo in https://github.com/open-edge-platform/anomalib/pull/2352
🚀 Add datumaro annotation dataloader by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2377
📚 Add training from a checkpoint example by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2389

Changed

🔨 Refactor folder3d to avoid complex-structure (C901) issue by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2185
Update open-clip-torch requirement from <2.26.1,>=2.23.0 to >=2.23.0,<2.26.2 by @dependabot in https://github.com/open-edge-platform/anomalib/pull/2189
Update sphinx requirement by @dependabot in https://github.com/open-edge-platform/anomalib/pull/2235
Refactor Lightning's trainer.model to trainer.lightning_module by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2255
Revert "Update open-clip-torch requirement from <2.26.1,>=2.23.0 to >=2.23.0,<2.26.2" by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2270
Update ruff configuration by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2269
Update timm requirement by @dependabot in https://github.com/open-edge-platform/anomalib/pull/2274
Refactor BaseThreshold to Threshold by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2278
🔨 Lint: Update Ruff Config - Add Missing Copyright Headers by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2281
Reduce rich methods by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2283
Enable Ruff Rules: PLW1514 and PLR6201 by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2284
Update nncf export by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2286
Linting: Enable PLR6301, # could be a function, class method or static method by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2288
🐞 Update setuptools requirement for PEP 660 support by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2320
🔨 Update the issue templates by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2363
🐞 Defer OpenVINO import to avoid unnecessary warnings by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2385
🔨 Make single GPU benchmarking 5x more efficient by @mzweilin in https://github.com/open-edge-platform/anomalib/pull/2390
🐞 Export the flattened config in benchmark CSV. by @mzweilin in https://github.com/open-edge-platform/anomalib/pull/2391
🔨 Export experiment duration in seconds in CSV. by @mzweilin in https://github.com/open-edge-platform/anomalib/pull/2392
🐞 Fix installation package issues by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2395

Deprecated

🔨 Deprecate try import and replace it with Lightning's package_available by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2373

Fixed

Add check before loading metrics data from checkpoint by @blaz-r in https://github.com/open-edge-platform/anomalib/pull/2323
Fix transforms for draem, dsr and rkde by @blaz-r in https://github.com/open-edge-platform/anomalib/pull/2324
Makes batch size dynamic by @Marcus1506 in https://github.com/open-edge-platform/anomalib/pull/2339

New Contributors

@Marcus1506 made their first contribution in https://github.com/open-edge-platform/anomalib/pull/2339

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v1.1.1...v1.2.0

New Contributors

Full Changelog:

[v1.1.1]

Added

📚Ppipelines how-to guide by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2109

Changed

Implement new design for metrics by @djdameln https://github.com/open-edge-platform/anomalib/pull/2326
Set permissions for github workflows by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2127
Update timm requirement from <=1.0.3,>=0.5.4 to >=0.5.4,<=1.0.7 by @dependabot in https://github.com/open-edge-platform/anomalib/pull/2151
🚀 Use gh actions runners for pre-commit checks by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2160
Bump AlexanderDokuchaev/md-dead-link-check from 0.8 to 0.9 by @dependabot in https://github.com/open-edge-platform/anomalib/pull/2162
Added accuracy control quantization by @adrianboguszewski in https://github.com/open-edge-platform/anomalib/pull/2070

[v1.1.0]

Added

🚀 Add support for MLFlow logger by @DoMaLi94 in https://github.com/open-edge-platform/anomalib/pull/1847
📚 Add Transform behaviour+documentation by @djdameln in https://github.com/open-edge-platform/anomalib/pull/1953
📚 Add documentation on how to use the tiler by @blaz-r in https://github.com/open-edge-platform/anomalib/pull/1960
💬 Add Discord badge to README.md by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2012
🚀 Add Auto-Encoder based FRE by @nahuja-intel in https://github.com/open-edge-platform/anomalib/pull/2025
🚀 Add compression and quantization for OpenVINO export by @adrianboguszewski in https://github.com/open-edge-platform/anomalib/pull/2052
🚀 Add Anomalib Pipelines by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2060
🚀 Add from_config API: Create a path between API & configuration file (CLI) by @harimkang in https://github.com/open-edge-platform/anomalib/pull/2065
🚀 Add data filter in tar extract by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2084

Changed

🔨 Move all export functionalities to AnomalyModule as base methods by @thinhngo-x in (https://github.com/open-edge-platform/anomalib/pull/1803)
⬆️ Update torch and lightning package versions by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/1949
🔨 Use default model-specific eval transform when only train_transform specified by @djdameln(https://github.com/djdameln) in (https://github.com/open-edge-platform/anomalib/pull/1953)
🔨 Replace @abstractproperty since it is deprecated by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/1964
🛠️ Update OptimalF1 Score by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/1972
🔨 Rename OptimalF1 to F1Max for consistency with the literature, by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/1980
🔨 WinCLIP: set device in text embedding collection and apply forward pass with no grad, by @djdameln in https://github.com/open-edge-platform/anomalib/pull/1984
🔨 WinCLIP improvements by @djdameln in https://github.com/open-edge-platform/anomalib/pull/1985
🚀 Update OpenVINO and ONNX export to support fixed input shape by @adrianboguszewski in https://github.com/open-edge-platform/anomalib/pull/2006
🔨 Update lightning inference by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2018
⬆️ Upgrade wandb by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2040
🔨 Refactor Export by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2057
⬆️ Update pyproject.toml so liccheck can pick the license by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2074
⬆️ Update timm requirement from <=0.9.16,>=0.5.4 to >=0.5.4,<=1.0.3 by @dependabot in https://github.com/open-edge-platform/anomalib/pull/2075
🔨 Update model README.md files by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/2076

Deprecated

🗑️ Remove labeler and update codeowners by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/1946
🗑️ Remove requirements directory by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/1945
🗑️ Remove Docker related files by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2039
🗑️ Remove references to nightly tests by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2048
🗑️ Remove unnecessary jsonargparse dependencies by @davnn in https://github.com/open-edge-platform/anomalib/pull/2046

Fixed

Fix image-level heatmap normalization in visualizer by @djdameln in https://github.com/open-edge-platform/anomalib/pull/2131
🐞 Fix dimensionality mismatch issue caused by the new kornia version by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/1944
🐞 Fix DFM PyTorch inference by @adrianboguszewski in https://github.com/open-edge-platform/anomalib/pull/1952
🐞 Fix anomaly map shape to also work with tiling by @blaz-r in https://github.com/open-edge-platform/anomalib/pull/1959
🐞 Fix EfficientAD's pretrained weigths load path by @seyeon923 in https://github.com/open-edge-platform/anomalib/pull/1966
🐞 fixbug: use BinaryPrecisionRecallCurve instead of PrecisionRecallCurve by @rglkt in https://github.com/open-edge-platform/anomalib/pull/1956
🚨 Hotfix: compute precision recall on raw scores by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/1973
🐞 Minor fix to remove input_size from Padim config by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/1988
🐞 Fix Reverse Distillation export to ONNX by @adrianboguszewski in https://github.com/open-edge-platform/anomalib/pull/1990
🐞 Fix DSR training when no GPU by @adrianboguszewski in https://github.com/open-edge-platform/anomalib/pull/2004
🐞 Fix efficient ad by @abc-125 in https://github.com/open-edge-platform/anomalib/pull/2015
🐞 Fix keys in data configs to fit AnomalibDataModule parameters by @abc-125 in https://github.com/open-edge-platform/anomalib/pull/2032
🐞 Fix Export docstring in CLI by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2058
🐞 Fix UFlow links by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/2059

New Contributors

@seyeon923 made their first contribution in https://github.com/open-edge-platform/anomalib/pull/1966
@rglkt made their first contribution in https://github.com/open-edge-platform/anomalib/pull/1956
@DoMaLi94 made their first contribution in https://github.com/open-edge-platform/anomalib/pull/1847

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v1.0.1...v1.1.0

[v1.0.1] - 2024-03-27

Added

Add requirements into pyproject.toml & Refactor anomalib install get_requirements by @harimkang in https://github.com/open-edge-platform/anomalib/pull/1808

Changed

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

Deprecated

Fixed

🐞 Fix single-frame video input size by @djdameln (https://github.com/open-edge-platform/anomalib/pull/1910)
🐞 Fix dobot notebook by @djdameln in https://github.com/open-edge-platform/anomalib/pull/1852
🐞 Fix CLI config and update the docs. by @samet-akcay in https://github.com/open-edge-platform/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/open-edge-platform/anomalib/pull/1839
🐞 Hot-fix wrong requirement for setup.py by @harimkang in https://github.com/open-edge-platform/anomalib/pull/1823
🐞 Use right interpolation method in WinCLIP resize (https://github.com/open-edge-platform/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/open-edge-platform/anomalib/pull/1839

New Contributors

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

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v1.0.0...v1.0.1

[v1.0.0] - 2024-02-29

Added

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

Changed

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

Deprecated

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

Fixed

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

New Contributors

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

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v0.7.0...v1.0.0

[v0.7.0] - 2023-08-28

Added

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

Changed

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

Fixed

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

[v0.6.0] - 2023-06-15

Added

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

Changed

OV API2.0 by @paularamo in https://github.com/open-edge-platform/anomalib/pull/1098

Deprecated

OV API1.0 by @paularamo in https://github.com/open-edge-platform/anomalib/pull/1098

Fixed

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

New Contributors

@xbkaishui made their first contribution in https://github.com/open-edge-platform/anomalib/pull/1106
@jasonvanzelm made their first contribution in https://github.com/open-edge-platform/anomalib/pull/1108

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v0.5.1...v0.6.0

[v0.5.1] - 2023-05-24

Added

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

Changed

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

Fixed

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

[v0.5.0] - 2023-05-09

Added

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

Changed

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

Deprecated

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

Fixed

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

New Contributors

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

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v0.4.0...v0.5.0

[v0.4.0] - 2023-03-01

Added

Add Dobot notebook (https://github.com/open-edge-platform/anomalib/pull/928)
Add ShanghaiTech Campus video anomaly detection dataset (https://github.com/open-edge-platform/anomalib/pull/869)
Add pyupgrade to pre-commit configs, and refactor based on pyupgrade and refurb (https://github.com/open-edge-platform/anomalib/pull/845)
Add CFA model implementation (https://github.com/open-edge-platform/anomalib/pull/783)
Add RKDE model implementation (https://github.com/open-edge-platform/anomalib/pull/821)
Add Visual Anomaly (VisA) dataset adapter (https://github.com/open-edge-platform/anomalib/pull/824)
Add Synthetic anomalous dataset for validation and testing (https://github.com/open-edge-platform/anomalib/pull/822)
Add Detection task type support (https://github.com/open-edge-platform/anomalib/pull/822)
Add UCSDped and Avenue dataset implementation (https://github.com/open-edge-platform/anomalib/pull/822)
Add base classes for video dataset and video datamodule (https://github.com/open-edge-platform/anomalib/pull/822)
Add base classes for image dataset and image dataModule (https://github.com/open-edge-platform/anomalib/pull/822)
✨ Add CSFlow model (https://github.com/open-edge-platform/anomalib/pull/657)
Log loss for existing trainable models (https://github.com/open-edge-platform/anomalib/pull/804)
Add section for community project (https://github.com/open-edge-platform/anomalib/pull/768)
✨ Add torchfx feature extractor (https://github.com/open-edge-platform/anomalib/pull/675)
Add tiling notebook (https://github.com/open-edge-platform/anomalib/pull/712)
Add posargs to tox to enable testing a single file (https://github.com/open-edge-platform/anomalib/pull/695)
Add option to load metrics with kwargs (https://github.com/open-edge-platform/anomalib/pull/688)
🐞 Add device flag to TorchInferencer (https://github.com/open-edge-platform/anomalib/pull/601)

Changed

Configure reference frame for multi-frame video clips (https://github.com/open-edge-platform/anomalib/pull/1023)
Bump OpenVINO version to 2022.3.0 (https://github.com/open-edge-platform/anomalib/pull/932)
Remove the dependecy on a specific torchvision and torchmetrics packages.
Bump PyTorch Lightning version to v.1.9.- (https://github.com/open-edge-platform/anomalib/pull/870)
Make input image normalization and center cropping configurable from config (https://github.com/open-edge-platform/anomalib/pull/822)
Improve flexibility and configurability of subset splitting (https://github.com/open-edge-platform/anomalib/pull/822)
Switch to new datamodules design (https://github.com/open-edge-platform/anomalib/pull/822)
Make normalization and center cropping configurable through config (https://github.com/open-edge-platform/anomalib/pull/795)
Switch to new changelog format. (https://github.com/open-edge-platform/anomalib/pull/777)
Rename feature to task (https://github.com/open-edge-platform/anomalib/pull/769)
make device configurable in OpenVINO inference (https://github.com/open-edge-platform/anomalib/pull/755)
🚨 Fix torchmetrics version (https://github.com/open-edge-platform/anomalib/pull/754)
Improve NNCF initilization (https://github.com/open-edge-platform/anomalib/pull/740)
Migrate markdownlint + issue templates (https://github.com/open-edge-platform/anomalib/pull/738)
🐞 Patch Timm Feature Extractor (https://github.com/open-edge-platform/anomalib/pull/714)
Padim arguments improvements (https://github.com/open-edge-platform/anomalib/pull/664)
📊 Update DFM results (https://github.com/open-edge-platform/anomalib/pull/674)
Optimize anomaly score calculation for PatchCore (https://github.com/open-edge-platform/anomalib/pull/633)

Deprecated

Deprecated PreProcessor class (https://github.com/open-edge-platform/anomalib/pull/795)
Deprecate OptimalF1 metric in favor of AnomalyScoreThreshold and F1Score (https://github.com/open-edge-platform/anomalib/pull/796)

Fixed

Fix bug in anomalib/data/utils/image.py to check if the path is directory (https://github.com/open-edge-platform/anomalib/pull/919)
Fix bug in MVTec dataset download (https://github.com/open-edge-platform/anomalib/pull/842)
Add early stopping to CS-Flow model (https://github.com/open-edge-platform/anomalib/pull/817)
Fix remote container by removing version pinning in Docker files (https://github.com/open-edge-platform/anomalib/pull/797)
Fix PatchCore performance deterioration by reverting changes to Average Pooling layer (https://github.com/open-edge-platform/anomalib/pull/791)
Fix zero seed (https://github.com/open-edge-platform/anomalib/pull/766)
Fix #699 (https://github.com/open-edge-platform/anomalib/pull/700)
🐞 Fix folder dataset for classification tasks (https://github.com/open-edge-platform/anomalib/pull/708)
Update torchmetrics to fix compute_on_cpu issue (https://github.com/open-edge-platform/anomalib/pull/711)
Correct folder mask path (https://github.com/open-edge-platform/anomalib/pull/660)
Fix >100% confidence issue for OpenVINO inference (https://github.com/open-edge-platform/anomalib/pull/667)
Update pre-commit links and some other minor fixes (https://github.com/open-edge-platform/anomalib/pull/672)
Fix black formatting issues. (https://github.com/open-edge-platform/anomalib/pull/674)

[v0.3.7] - 2022-10-28

What's Changed

Feature/comet logging by @sherpan in https://github.com/open-edge-platform/anomalib/pull/517
🐞 Fix linting issues by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/535
🐞 Bug Fix: Solve NaN values of anomaly scores for PatchCore model by @bsl546 in https://github.com/open-edge-platform/anomalib/pull/549
🐞 Bug Fix: Help description for argument task by @youngquan in https://github.com/open-edge-platform/anomalib/pull/547
reutrn results of load_state_dict func by @zywvvd in https://github.com/open-edge-platform/anomalib/pull/546
🔨 Pass pre-trained from config to ModelLightning by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/529
Benchmarking tool with Comet by @sherpan in https://github.com/open-edge-platform/anomalib/pull/545
Add map_location when loading the weights by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/562
Add patchcore to openvino export test + upgrade lightning by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/565
🐞 Fix category check for folder dataset in anomalib CLI by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/567
Refactor PreProcessor and fix Visualizer denormalization issue. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/570
🔨 Check for successful openvino conversion by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/571
Comet HPO by @sherpan in https://github.com/open-edge-platform/anomalib/pull/563
Fix patchcore image-level score computation by @djdameln in https://github.com/open-edge-platform/anomalib/pull/580
Fix anomaly map computation in CFlow when batch size is 1. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/589
Documentation refactor by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/576
✨ Add notebook for hpo by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/592
🐞 Fix comet HPO by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/597
✨ Replace keys from benchmarking script by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/595
Update README.md by @Owaiskhan9654 in https://github.com/open-edge-platform/anomalib/pull/623
🐳 Containerize CI by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/616
add deprecation warning to denormalize class by @djdameln in https://github.com/open-edge-platform/anomalib/pull/629
Anomalib CLI Improvements - Update metrics and create post_processing section in the config file by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/607
Convert adaptive_threshold to Enum in configs by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/637
Create meta_data.json with ONNX export as well as OpenVINO export by @calebmm in https://github.com/open-edge-platform/anomalib/pull/636
🖌 refactor export callback by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/640
🐞 Address docs build by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/639
Optimized inference with onnx for patchcore. by @acai66 in https://github.com/open-edge-platform/anomalib/pull/652

New Contributors

@sherpan made their first contribution in https://github.com/open-edge-platform/anomalib/pull/517
@bsl546 made their first contribution in https://github.com/open-edge-platform/anomalib/pull/549
@youngquan made their first contribution in https://github.com/open-edge-platform/anomalib/pull/547
@zywvvd made their first contribution in https://github.com/open-edge-platform/anomalib/pull/546
@Owaiskhan9654 made their first contribution in https://github.com/open-edge-platform/anomalib/pull/623
@calebmm made their first contribution in https://github.com/open-edge-platform/anomalib/pull/636
@acai66 made their first contribution in https://github.com/open-edge-platform/anomalib/pull/652

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v0.3.6...v0.3.7

[v.0.3.6] - 2022-09-02

What's Changed

Add publish workflow + update references to main by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/480
Fix Dockerfile by @ORippler in https://github.com/open-edge-platform/anomalib/pull/478
Fix onnx export by rewriting GaussianBlur by @ORippler in https://github.com/open-edge-platform/anomalib/pull/476
DFKDE refactor to accept any layer name like other models by @ashishbdatta in https://github.com/open-edge-platform/anomalib/pull/482
🐞 Log benchmarking results in sub folder by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/483
🐞 Fix Visualization keys in new CLI by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/487
fix Perlin augmenter for non divisible image sizes by @djdameln in https://github.com/open-edge-platform/anomalib/pull/490
📝 Update the license headers by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/491
change default parameter values for DRAEM by @djdameln in https://github.com/open-edge-platform/anomalib/pull/495
Add reset methods to metrics by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/488
Feature Extractor Refactor by @ashishbdatta in https://github.com/open-edge-platform/anomalib/pull/451
Convert AnomalyMapGenerator to nn.Module by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/497
Add github pr labeler to automatically label PRs by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/498
Add coverage by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/499
🐞 Change if check by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/501
SSPCAB implementation by @djdameln in https://github.com/open-edge-platform/anomalib/pull/500
🛠 Refactor Normalization by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/496
Enable generic exporting of a trained model to ONNX or OpenVINO IR by @ashishbdatta in https://github.com/open-edge-platform/anomalib/pull/509
Updated documentation to add examples for exporting model by @ashishbdatta in https://github.com/open-edge-platform/anomalib/pull/515
Ignore pixel metrics in classification task by @djdameln in https://github.com/open-edge-platform/anomalib/pull/516
Update export documentation by @djdameln in https://github.com/open-edge-platform/anomalib/pull/521
FIX: PaDiM didn't use config.model.pre_trained. by @jingt2ch in https://github.com/open-edge-platform/anomalib/pull/514
Reset adaptive threshold between epochs by @djdameln in https://github.com/open-edge-platform/anomalib/pull/527
Add PRO metric by @djdameln in https://github.com/open-edge-platform/anomalib/pull/508
Set full_state_update attribute in custom metrics by @djdameln in https://github.com/open-edge-platform/anomalib/pull/531
🐞 Set normalization method from anomaly module by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/530

New Contributors

@ashishbdatta made their first contribution in https://github.com/open-edge-platform/anomalib/pull/482
@jingt2ch made their first contribution in https://github.com/open-edge-platform/anomalib/pull/514

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v0.3.5...v0.3.6

[v.0.3.5] - 2022-08-02

What's Changed

🐞 Fix inference for draem by @djdameln in https://github.com/open-edge-platform/anomalib/pull/470
🐞 🛠 Bug fix in the inferencer by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/475

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v0.3.4...v0.3.5

[v.0.3.4] - 2022-08-01

What's Changed

Add encoding to LONG_DESCRIPTION in setup.py by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/419
Fix visualization by @ORippler in https://github.com/open-edge-platform/anomalib/pull/417
Fix openvino circular import issue by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/416
Fix inferener arg names and weight path issue. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/422
Remove the redundant loss_val by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/425
📃 Add documentation for gradio inference by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/427
Add pre_train as a configurable parameter by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/431
🛠 Fix config files and refactor dfkde by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/435
Add metric visualizations by @ORippler in https://github.com/open-edge-platform/anomalib/pull/429
Fix: data split issue by @jeongHwarr in https://github.com/open-edge-platform/anomalib/pull/404
🚚 Move perlin noise to common folder by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/424
Support null seed by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/437
🐞 Change if statement by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/439
Fix visualizer for classification, mode=simple by @ORippler in https://github.com/open-edge-platform/anomalib/pull/442
Feature/aupro test by @ORippler in https://github.com/open-edge-platform/anomalib/pull/444
Replace PyTorchLightning extras dependency by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/455
🛠 Fix tox configuration by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/446
Ignore ipynb files to detect the repo language by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/456
Move configuration from tox to pyproject by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/458
Add Torch Inferencer and Update Openvino and Gradio Inferencers. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/453
Address markdownlint issues by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/460
🐞 Fix HPO by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/462
Remove docs requirements by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/467
Add codacy badge to readme by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/468

New Contributors

@ORippler made their first contribution in https://github.com/open-edge-platform/anomalib/pull/417
@jeongHwarr made their first contribution in https://github.com/open-edge-platform/anomalib/pull/404

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/0.3.3...0.3.4

[v.0.3.3] - 2022-07-05

What's Changed

🚚 Move initialization log message to base class by @djdameln in https://github.com/open-edge-platform/anomalib/pull/363
🚚 Move logging from train.py to the getter functions by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/365
🚜 Refactor loss computation by @djdameln in https://github.com/open-edge-platform/anomalib/pull/364
📝 Add a technical blog post to explain how to run anomalib. by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/359
📚 Add datamodule jupyter notebooks. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/357
📝 Add benchmarking notebook by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/353
➕ Add PyPI downloads badge to the readme. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/370
📃 Update README.md by @innat in https://github.com/open-edge-platform/anomalib/pull/382
💻 Create Anomalib CLI by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/378
🐞 Fix configs to remove logging heatmaps from classification models. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/387
✨ Add FastFlow model training testing inference via Anomalib API by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/386
🐞 PaDim occasionally NaNs in anomaly map by @VdLMV in https://github.com/open-edge-platform/anomalib/pull/392
🖼 Inference + Visualization by @djdameln in https://github.com/open-edge-platform/anomalib/pull/390

New Contributors

@innat made their first contribution in https://github.com/open-edge-platform/anomalib/pull/382
@VdLMV made their first contribution in https://github.com/open-edge-platform/anomalib/pull/392

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v.0.3.2...v.0.3.3

[v.0.3.2] - 2022-06-09

What's Changed

Refactor AnomalyModule and LightningModules to explicitly define class arguments. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/315
🐞 Fix inferencer in Gradio by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/332
fix too many open images warning by @djdameln in https://github.com/open-edge-platform/anomalib/pull/334
Upgrade wandb version by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/340
Minor fix: Update folder dataset + notebooks link by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/338
Upgrade TorchMetrics version by @djdameln in https://github.com/open-edge-platform/anomalib/pull/342
🚀 Set pylint version in tox.ini by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/345
Add metrics configuration callback to benchmarking by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/346
➕ Add FastFlow Model by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/336
✨ Add toy dataset to the repository by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/350
Add DRAEM Model by @djdameln in https://github.com/open-edge-platform/anomalib/pull/344
📃Update documentation by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/280
🏷️ Refactor Datamodule names by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/354
✨ Add Reverse Distillation by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/343

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v.0.3.1...v.0.3.2

[v.0.3.1] - 2022-05-17

What's Changed

🔧 Properly assign values to dataframe in folder dataset. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/272
➕ Add warnings ⚠️ for inproper task setting in config files. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/274
Updated CHANGELOG.md by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/276
➕ Add long description to setup.py to make README.md PyPI friendly. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/279
✨ Add hash check to data download by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/284
➕ Add Gradio by @julien-blanchon in https://github.com/open-edge-platform/anomalib/pull/283
🔨 Fix nncf key issue in nightly job by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/238
Visualizer improvements pt1 by @djdameln in https://github.com/open-edge-platform/anomalib/pull/293
🧪 Fix nightly by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/299
🧪 Add tests for benchmarking script by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/297
➕ add input_info to nncf config when not defined by user by @djdameln in https://github.com/open-edge-platform/anomalib/pull/307
🐞 Increase tolerance + nightly path fix by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/318
➕ Add jupyter notebooks directory and first tutorial for getting-started by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/292

New Contributors

@julien-blanchon made their first contribution in https://github.com/open-edge-platform/anomalib/pull/283

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v0.3.0...v.0.3.1

[v.0.3.0] - 2022-04-25

What's Changed

🛠 ⚠️ Fix configs to properly use pytorch-lightning==1.6 with GPU by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/234
🛠 Fix get_version in setup.py to avoid hard-coding version. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/229
🐞 Fix image loggers by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/233
Configurable metrics by @djdameln in https://github.com/open-edge-platform/anomalib/pull/230
Make OpenVINO throughput optional in benchmarking by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/239
🔨 Minor fix: Ensure docs build runs only on isea-server by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/245
🏷 Rename --model_config_path to config by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/246
Revert "🏷 Rename --model_config_path to config" by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/247
➕ Add --model_config_path deprecation warning to inference.py by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/248
Add console logger by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/241
Add segmentation mask to inference output by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/242
🛠 Fix broken mvtec link, and split url to fit to 120 by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/264
🛠 Fix mask filenames in folder dataset by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/249

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v0.2.6...v0.3.0

[v.0.2.6] - 2022-04-12

What's Changed

✏️ Add torchtext==0.9.1 to support Kaggle environments. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/165
🛠 Fix KeyError:'label' in classification folder dataset by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/175
📝 Added MVTec license to the repo by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/177
load best model from checkpoint by @djdameln in https://github.com/open-edge-platform/anomalib/pull/195
Replace SaveToCSVCallback with PL CSVLogger by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/198
WIP Refactor test by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/197
🔧 Dockerfile enhancements by @LukasBommes in https://github.com/open-edge-platform/anomalib/pull/172
🛠 Fix visualization issue for fully defected images by @djdameln in https://github.com/open-edge-platform/anomalib/pull/194
✨ Add hpo search using wandb by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/82
Separate train and validation transformations by @alexriedel1 in https://github.com/open-edge-platform/anomalib/pull/168
🛠 Fix docs workflow by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/200
🔄 CFlow: Switch soft permutation to false by default to speed up training. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/201
Return only image, path and label for classification tasks in Mvtec and Btech datasets. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/196
🗑 Remove freia as dependency and include it in anomalib/models/components by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/174
Visualizer show classification and segmentation by @alexriedel1 in https://github.com/open-edge-platform/anomalib/pull/178
↗️ Bump up pytorch-lightning version to 1.6.0 or higher by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/193
🛠 Refactor DFKDE model by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/207
🛠 Minor fixes: Update callbacks to AnomalyModule by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/208
🛠 Minor update: Update pre-commit docs by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/206
✨ Directory streaming by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/210
✏️ Updated documentation for development on Docker by @LukasBommes in https://github.com/open-edge-platform/anomalib/pull/217
🏷 Fix Mac M1 dependency conflicts by @dreaquil in https://github.com/open-edge-platform/anomalib/pull/158
🐞 Set tiling off in pathcore to correctly reproduce the stats. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/222
🐞fix support for non-square images by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/204
Allow specifying feature layer and pool factor in DFM by @nahuja-intel in https://github.com/open-edge-platform/anomalib/pull/215
📝 Add GANomaly metrics to readme by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/224
↗️ Bump the version to 0.2.6 by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/223
📝 🛠 Fix inconsistent benchmarking throughput/time by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/221
assign test split for folder dataset by @alexriedel1 in https://github.com/open-edge-platform/anomalib/pull/220
🛠 Refactor model implementations by @djdameln in https://github.com/open-edge-platform/anomalib/pull/225

New Contributors

@LukasBommes made their first contribution in https://github.com/open-edge-platform/anomalib/pull/172
@dreaquil made their first contribution in https://github.com/open-edge-platform/anomalib/pull/158
@nahuja-intel made their first contribution in https://github.com/open-edge-platform/anomalib/pull/215

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v.0.2.5...v0.2.6

[v.0.2.5] - 2022-03-25

What's Changed

Bugfix: fix random val/test split issue by @djdameln in https://github.com/open-edge-platform/anomalib/pull/48
Fix Readmes by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/46
Updated changelog by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/49
add distinction between image and pixel threshold in postprocessor by @djdameln in https://github.com/open-edge-platform/anomalib/pull/50
Fix docstrings by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/22
Fix networkx requirement by @LeonidBeynenson in https://github.com/open-edge-platform/anomalib/pull/52
Add min-max normalization by @djdameln in https://github.com/open-edge-platform/anomalib/pull/53
Change hardcoded dataset path to environ variable by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/51
Added cflow algorithm by @blakshma in https://github.com/open-edge-platform/anomalib/pull/47
perform metric computation on cpu by @djdameln in https://github.com/open-edge-platform/anomalib/pull/64
Fix Inferencer by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/60
Updated readme for cflow and change default config to reflect results by @blakshma in https://github.com/open-edge-platform/anomalib/pull/68
Fixed issue with model loading by @blakshma in https://github.com/open-edge-platform/anomalib/pull/69
Docs/sa/fix readme by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/71
Updated coreset subsampling method to improve accuracy by @blakshma in https://github.com/open-edge-platform/anomalib/pull/73
Revert "Updated coreset subsampling method to improve accuracy" by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/79
Replace SupportIndex with int by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/76
Added reference to official CFLOW repo by @blakshma in https://github.com/open-edge-platform/anomalib/pull/81
Fixed issue with k_greedy method by @blakshma in https://github.com/open-edge-platform/anomalib/pull/80
Fix Mix Data type issue on inferencer by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/77
Create CODE_OF_CONDUCT.md by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/86
✨ Add GANomaly by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/70
Reorder auc only when needed by @djdameln in https://github.com/open-edge-platform/anomalib/pull/91
Bump up the pytorch lightning to master branch due to vulnurability issues by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/55
🚀 CI: Nightly Build by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/66
Refactor by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/87
Benchmarking Script by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/17
🐞 Fix tensor detach and gpu count issues in benchmarking script by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/100
Return predicted masks in predict step by @djdameln in https://github.com/open-edge-platform/anomalib/pull/103
Add Citation to the Readme by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/106
Nightly build by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/104
c_idx cast to LongTensor in random sparse projection by @alexriedel1 in https://github.com/open-edge-platform/anomalib/pull/113
Update Nightly by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/126
Updated logos by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/131
Add third-party-programs.txt file and update license by @LeonidBeynenson in https://github.com/open-edge-platform/anomalib/pull/132
🔨 Increase inference + openvino support by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/122
Fix/da/image size bug by @djdameln in https://github.com/open-edge-platform/anomalib/pull/135
Fix/da/image size bug by @djdameln in https://github.com/open-edge-platform/anomalib/pull/140
optimize compute_anomaly_score by using torch native funcrtions by @alexriedel1 in https://github.com/open-edge-platform/anomalib/pull/141
Fix IndexError in adaptive threshold computation by @djdameln in https://github.com/open-edge-platform/anomalib/pull/146
Feature/data/btad by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/120
Update for nncf_task by @AlexanderDokuchaev in https://github.com/open-edge-platform/anomalib/pull/145
fix non-adaptive thresholding bug by @djdameln in https://github.com/open-edge-platform/anomalib/pull/152
Calculate feature map shape patchcore by @alexriedel1 in https://github.com/open-edge-platform/anomalib/pull/148
Add transform_config to the main config.yaml file. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/156
Add Custom Dataset Training Support by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/154
Added extension as an option when saving the result images. by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/162
Update anomalib version and requirements by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/163

New Contributors

@LeonidBeynenson made their first contribution in https://github.com/open-edge-platform/anomalib/pull/52
@blakshma made their first contribution in https://github.com/open-edge-platform/anomalib/pull/47
@alexriedel1 made their first contribution in https://github.com/open-edge-platform/anomalib/pull/113
@AlexanderDokuchaev made their first contribution in https://github.com/open-edge-platform/anomalib/pull/145

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v.0.2.4...v.0.2.5

[v.0.2.4] - 2021-12-22

What's Changed

Bump up the version to 0.2.4 by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/45
fix heatmap color scheme by @djdameln in https://github.com/open-edge-platform/anomalib/pull/44

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v.0.2.3...v.0.2.4

[v.0.2.3] - 2021-12-23

What's Changed

Address docs build failing issue by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/39
Fix docs pipeline 📄 by @ashwinvaidya17 in https://github.com/open-edge-platform/anomalib/pull/41
Feature/dick/anomaly score normalization by @djdameln in https://github.com/open-edge-platform/anomalib/pull/35
Shuffle train dataloader by @samet-akcay in https://github.com/open-edge-platform/anomalib/pull/42

Full Changelog: https://github.com/open-edge-platform/anomalib/compare/v0.2.2...v.0.2.3

[v0.2.0 Pre-release] - 2021-12-14

What's Changed

Address compatibility issues with OTE, that are caused by the legacy code. by @samet-akcay in #24
Initial docs string by @ashwinvaidya17 in #9
Load model did not work correctly as DFMModel did not inherit by @ashwinvaidya17 in #5
Refactor/samet/data by @samet-akcay in #8
Delete make.bat by @samet-akcay in #11
TorchMetrics by @djdameln in #7
ONNX node naming by @djdameln in #13
Add FPS counter to TimerCallback by @ashwinvaidya17 in #12

Contributors

@ashwinvaidya17
@djdameln
@samet-akcay

Full Changelog: https://github.com/open-edge-platform/anomalib/commits/v0.2.0

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