Release 0.5.0 (#1081)

* Fix metadata path

* Release v0.5.0

* update the documentation

* Add AIVAD to Changelog

.github/workflows/docs.yml

@@ -18,6 +18,7 @@ jobs:
         uses: actions/checkout@v2
       - name: Install requirements
         run: |
+          pip install -r requirements/docs.txt
           pip install .[full]
       - name: Link dataset path to local directory as nbsphinx runs the notebook
         run: ln -s $ANOMALIB_DATASET_PATH ./datasets

CHANGELOG.md

@@ -4,20 +4,74 @@ All notable changes to this project will be documented in this file.
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
-## [Unreleased]
+## [v0.5.0] - 2023-05-09
 
 ### 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
+
 ## [v0.4.0] - 2023-03-01
 
 ### Added

docs/source/tutorials/inference.rst

@@ -44,7 +44,6 @@ To run OpenVINO inference, first make sure that your model has been exported to
 +-----------+----------+--------------------------------------------------------------------------------------+
 | Parameter | Required |                                     Description                                      |
 +===========+==========+======================================================================================+
-| config    | True     | Path to the model config file.                                                       |
 +-----------+----------+--------------------------------------------------------------------------------------+
 | weights   | True     | Path to the OpenVINO IR model file (either ``.xml`` or ``.bin``)                     |
 +-----------+----------+--------------------------------------------------------------------------------------+
@@ -62,7 +61,7 @@ For correct inference results, the ``metadata`` argument should be specified and
 
 As an example, OpenVINO inference can be triggered by the following command:
 
-``python tools/inference/openvino.py --config padim.yaml --weights results/openvino/model.xml --input image.png --metadata results/openvino/metadata.json``
+``python tools/inference/openvino.py --weights results/openvino/model.xml --input image.png --metadata results/openvino/metadata.json``
 
 Similar to PyTorch inference, the visualization results will be displayed on the screen, and optionally saved to the file system location specified by the ``save_data`` parameter.
 
@@ -76,7 +75,6 @@ The gradio inference is supported for both PyTorch and OpenVINO models.
 +-----------+----------+------------------------------------------------------------------+
 | Parameter | Required |                           Description                            |
 +===========+==========+==================================================================+
-| config    | True     | Path to the model config file.                                   |
 +-----------+----------+------------------------------------------------------------------+
 | weights   | True     | Path to the OpenVINO IR model file (either ``.xml`` or ``.bin``) |
 +-----------+----------+------------------------------------------------------------------+
@@ -95,14 +93,12 @@ As an example, PyTorch model can be used by the following command:
 .. code-block:: bash
 
     python tools/inference/gradio_inference.py \
-        --config ./anomalib/models/padim/config.yaml \
         --weights ./results/padim/mvtec/bottle/weights/model.ckpt
 
 Similarly, you can use OpenVINO model by the following command:
 
 .. code-block:: bash
 
     python python tools/inference/gradio_inference.py \
-        --config ./anomalib/models/padim/config.yaml \
         --weights ./results/padim/mvtec/bottle/openvino/openvino_model.onnx \
         --metadata ./results/padim/mvtec/bottle/openvino/metadata.json

src/anomalib/__init__.py

@@ -3,4 +3,4 @@
 # Copyright (C) 2022 Intel Corporation
 # SPDX-License-Identifier: Apache-2.0
 
-__version__ = "0.5.0-dev"
+__version__ = "0.5.0"