2022-10-19T14:18:49,570 Created temporary directory: /tmp/pip-ephem-wheel-cache-6jud4pbk 2022-10-19T14:18:49,575 Created temporary directory: /tmp/pip-build-tracker-zl3d9b5c 2022-10-19T14:18:49,576 Initialized build tracking at /tmp/pip-build-tracker-zl3d9b5c 2022-10-19T14:18:49,577 Created build tracker: /tmp/pip-build-tracker-zl3d9b5c 2022-10-19T14:18:49,577 Entered build tracker: /tmp/pip-build-tracker-zl3d9b5c 2022-10-19T14:18:49,578 Created temporary directory: /tmp/pip-wheel-0jb2vehz 2022-10-19T14:18:49,589 DEPRECATION: --no-binary currently disables reading from the cache of locally built wheels. In the future --no-binary will not influence the wheel cache. pip 23.1 will enforce this behaviour change. A possible replacement is to use the --no-cache-dir option. You can use the flag --use-feature=no-binary-enable-wheel-cache to test the upcoming behaviour. Discussion can be found at https://github.com/pypa/pip/issues/11453 2022-10-19T14:18:49,595 Created temporary directory: /tmp/pip-ephem-wheel-cache-o_buvx5x 2022-10-19T14:18:49,651 Looking in indexes: https://pypi.org/simple, https://www.piwheels.org/simple 2022-10-19T14:18:49,658 2 location(s) to search for versions of tfds-defect-detection: 2022-10-19T14:18:49,658 * https://pypi.org/simple/tfds-defect-detection/ 2022-10-19T14:18:49,658 * https://www.piwheels.org/simple/tfds-defect-detection/ 2022-10-19T14:18:49,660 Fetching project page and analyzing links: https://pypi.org/simple/tfds-defect-detection/ 2022-10-19T14:18:49,661 Getting page https://pypi.org/simple/tfds-defect-detection/ 2022-10-19T14:18:49,665 Found index url https://pypi.org/simple 2022-10-19T14:18:49,886 Fetched page https://pypi.org/simple/tfds-defect-detection/ as application/vnd.pypi.simple.v1+json 2022-10-19T14:18:49,888 Found link https://files.pythonhosted.org/packages/c7/3d/de175feaae9a336e8579223f293690c37a13510faf8b0e5fec165cd1eef9/tfds_defect_detection-0.1.0.tar.gz (from https://pypi.org/simple/tfds-defect-detection/), version: 0.1.0 2022-10-19T14:18:49,889 Fetching project page and analyzing links: https://www.piwheels.org/simple/tfds-defect-detection/ 2022-10-19T14:18:49,890 Getting page https://www.piwheels.org/simple/tfds-defect-detection/ 2022-10-19T14:18:49,892 Found index url https://www.piwheels.org/simple 2022-10-19T14:18:50,129 Fetched page https://www.piwheels.org/simple/tfds-defect-detection/ as text/html 2022-10-19T14:18:50,131 Skipping link: not a file: https://www.piwheels.org/simple/tfds-defect-detection/ 2022-10-19T14:18:50,131 Skipping link: not a file: https://pypi.org/simple/tfds-defect-detection/ 2022-10-19T14:18:50,165 Given no hashes to check 1 links for project 'tfds-defect-detection': discarding no candidates 2022-10-19T14:18:50,196 Collecting tfds-defect-detection==0.1.0 2022-10-19T14:18:50,200 Created temporary directory: /tmp/pip-unpack-m3ozbduh 2022-10-19T14:18:50,464 Downloading tfds_defect_detection-0.1.0.tar.gz (11 kB) 2022-10-19T14:18:50,549 Added tfds-defect-detection==0.1.0 from https://files.pythonhosted.org/packages/c7/3d/de175feaae9a336e8579223f293690c37a13510faf8b0e5fec165cd1eef9/tfds_defect_detection-0.1.0.tar.gz to build tracker '/tmp/pip-build-tracker-zl3d9b5c' 2022-10-19T14:18:50,551 Running setup.py (path:/tmp/pip-wheel-0jb2vehz/tfds-defect-detection_25671de4cfe34ccfb7649453d96f3898/setup.py) egg_info for package tfds-defect-detection 2022-10-19T14:18:50,552 Created temporary directory: /tmp/pip-pip-egg-info-9qesu17y 2022-10-19T14:18:50,553 Preparing metadata (setup.py): started 2022-10-19T14:18:50,555 Running command python setup.py egg_info 2022-10-19T14:18:58,002 .. figure:: tfds_defect_detection/assets/images/logo.png 2022-10-19T14:18:58,002 :align: center 2022-10-19T14:18:58,003 :alt: 2022-10-19T14:18:58,003 :scale: 50 % 2022-10-19T14:18:58,004 ======================================== 2022-10-19T14:18:58,004 TensorFlow Datasets for Defect Detection 2022-10-19T14:18:58,004 ======================================== 2022-10-19T14:18:58,005 To directly jump into look at the NOTEBOOK. 2022-10-19T14:18:58,006 .. admonition:: Features 2022-10-19T14:18:58,006 - tensorflow.data.Dataset builder for defect segmentation 2022-10-19T14:18:58,007 - Comes with unsupervised / self-supervised SotA datasets 2022-10-19T14:18:58,007 - MVTEC 2022-10-19T14:18:58,007 - VISA 2022-10-19T14:18:58,007 - Artificial defect generator 2022-10-19T14:18:58,008 - Evaluation data with hand labelled images 2022-10-19T14:18:58,009 Install 2022-10-19T14:18:58,009 ------- 2022-10-19T14:18:58,010 Create a new python=3.9 env and install `tfds_defect_detection` from pip 2022-10-19T14:18:58,010 .. code-block:: bash 2022-10-19T14:18:58,011 pip install tfds_defect_detection 2022-10-19T14:18:58,012 Examples 2022-10-19T14:18:58,013 ----------- 2022-10-19T14:18:58,013 .. code-block:: python 2022-10-19T14:18:58,014 import tfds_defect_detection as tfd 2022-10-19T14:18:58,014 tfd.load() 2022-10-19T14:18:58,016 Usage 2022-10-19T14:18:58,016 ----------- 2022-10-19T14:18:58,017 .. admonition:: Docs 2022-10-19T14:18:58,018 For documentation and usage see 2022-10-19T14:18:58,019 https://tfds-defect-detection.readthedocs.io/en/latest/README.html 2022-10-19T14:18:58,020 .. admonition:: Cite 2022-10-19T14:18:58,020 If this project helped you during your work: 2022-10-19T14:18:58,021 Until a publication is available, please cite as 2022-10-19T14:18:58,021 Tobias Schiele. (2022). TFDS DD - Datasets for Defect Detection. https://github.com/thetoby9944/tfds_defect_detection. 2022-10-19T14:18:58,022 .. code-block:: latex 2022-10-19T14:18:58,023 @misc{Schiele2019, 2022-10-19T14:18:58,023 author = {Tobias Schiele}, 2022-10-19T14:18:58,023 title = {TFDS DD - Datasets for Defect Detection}, 2022-10-19T14:18:58,024 year = {2022}, 2022-10-19T14:18:58,024 publisher = {GitHub}, 2022-10-19T14:18:58,024 journal = {GitHub repository}, 2022-10-19T14:18:58,025 howpublished = {\url{https://github.com/thetoby9944/tfds_defect_detection}}, 2022-10-19T14:18:58,025 } 2022-10-19T14:18:58,026 running egg_info 2022-10-19T14:18:58,027 creating /tmp/pip-pip-egg-info-9qesu17y/tfds_defect_detection.egg-info 2022-10-19T14:18:58,752 writing /tmp/pip-pip-egg-info-9qesu17y/tfds_defect_detection.egg-info/PKG-INFO 2022-10-19T14:18:59,363 writing dependency_links to /tmp/pip-pip-egg-info-9qesu17y/tfds_defect_detection.egg-info/dependency_links.txt 2022-10-19T14:19:02,406 writing requirements to /tmp/pip-pip-egg-info-9qesu17y/tfds_defect_detection.egg-info/requires.txt 2022-10-19T14:19:03,012 writing top-level names to /tmp/pip-pip-egg-info-9qesu17y/tfds_defect_detection.egg-info/top_level.txt 2022-10-19T14:19:03,016 writing manifest file '/tmp/pip-pip-egg-info-9qesu17y/tfds_defect_detection.egg-info/SOURCES.txt' 2022-10-19T14:19:04,006 reading manifest file '/tmp/pip-pip-egg-info-9qesu17y/tfds_defect_detection.egg-info/SOURCES.txt' 2022-10-19T14:19:04,009 reading manifest template 'MANIFEST.in' 2022-10-19T14:19:04,017 writing manifest file '/tmp/pip-pip-egg-info-9qesu17y/tfds_defect_detection.egg-info/SOURCES.txt' 2022-10-19T14:19:04,192 Preparing metadata (setup.py): finished with status 'done' 2022-10-19T14:19:04,206 Source in /tmp/pip-wheel-0jb2vehz/tfds-defect-detection_25671de4cfe34ccfb7649453d96f3898 has version 0.1.0, which satisfies requirement tfds-defect-detection==0.1.0 from https://files.pythonhosted.org/packages/c7/3d/de175feaae9a336e8579223f293690c37a13510faf8b0e5fec165cd1eef9/tfds_defect_detection-0.1.0.tar.gz 2022-10-19T14:19:04,208 Removed tfds-defect-detection==0.1.0 from https://files.pythonhosted.org/packages/c7/3d/de175feaae9a336e8579223f293690c37a13510faf8b0e5fec165cd1eef9/tfds_defect_detection-0.1.0.tar.gz from build tracker '/tmp/pip-build-tracker-zl3d9b5c' 2022-10-19T14:19:04,219 Created temporary directory: /tmp/pip-unpack-wm3nio5y 2022-10-19T14:19:04,220 Building wheels for collected packages: tfds-defect-detection 2022-10-19T14:19:04,229 Created temporary directory: /tmp/pip-wheel-0jg674qw 2022-10-19T14:19:04,230 Building wheel for tfds-defect-detection (setup.py): started 2022-10-19T14:19:04,232 Destination directory: /tmp/pip-wheel-0jg674qw 2022-10-19T14:19:04,232 Running command python setup.py bdist_wheel 2022-10-19T14:19:06,793 .. figure:: tfds_defect_detection/assets/images/logo.png 2022-10-19T14:19:06,793 :align: center 2022-10-19T14:19:06,794 :alt: 2022-10-19T14:19:06,794 :scale: 50 % 2022-10-19T14:19:06,795 ======================================== 2022-10-19T14:19:06,795 TensorFlow Datasets for Defect Detection 2022-10-19T14:19:06,796 ======================================== 2022-10-19T14:19:06,796 To directly jump into look at the NOTEBOOK. 2022-10-19T14:19:06,797 .. admonition:: Features 2022-10-19T14:19:06,798 - tensorflow.data.Dataset builder for defect segmentation 2022-10-19T14:19:06,798 - Comes with unsupervised / self-supervised SotA datasets 2022-10-19T14:19:06,798 - MVTEC 2022-10-19T14:19:06,799 - VISA 2022-10-19T14:19:06,799 - Artificial defect generator 2022-10-19T14:19:06,799 - Evaluation data with hand labelled images 2022-10-19T14:19:06,800 Install 2022-10-19T14:19:06,801 ------- 2022-10-19T14:19:06,801 Create a new python=3.9 env and install `tfds_defect_detection` from pip 2022-10-19T14:19:06,802 .. code-block:: bash 2022-10-19T14:19:06,803 pip install tfds_defect_detection 2022-10-19T14:19:06,804 Examples 2022-10-19T14:19:06,804 ----------- 2022-10-19T14:19:06,805 .. code-block:: python 2022-10-19T14:19:06,805 import tfds_defect_detection as tfd 2022-10-19T14:19:06,806 tfd.load() 2022-10-19T14:19:06,807 Usage 2022-10-19T14:19:06,807 ----------- 2022-10-19T14:19:06,808 .. admonition:: Docs 2022-10-19T14:19:06,809 For documentation and usage see 2022-10-19T14:19:06,810 https://tfds-defect-detection.readthedocs.io/en/latest/README.html 2022-10-19T14:19:06,810 .. admonition:: Cite 2022-10-19T14:19:06,811 If this project helped you during your work: 2022-10-19T14:19:06,811 Until a publication is available, please cite as 2022-10-19T14:19:06,812 Tobias Schiele. (2022). TFDS DD - Datasets for Defect Detection. https://github.com/thetoby9944/tfds_defect_detection. 2022-10-19T14:19:06,813 .. code-block:: latex 2022-10-19T14:19:06,813 @misc{Schiele2019, 2022-10-19T14:19:06,814 author = {Tobias Schiele}, 2022-10-19T14:19:06,814 title = {TFDS DD - Datasets for Defect Detection}, 2022-10-19T14:19:06,814 year = {2022}, 2022-10-19T14:19:06,815 publisher = {GitHub}, 2022-10-19T14:19:06,815 journal = {GitHub repository}, 2022-10-19T14:19:06,815 howpublished = {\url{https://github.com/thetoby9944/tfds_defect_detection}}, 2022-10-19T14:19:06,815 } 2022-10-19T14:19:11,233 running bdist_wheel 2022-10-19T14:19:11,595 running build 2022-10-19T14:19:11,596 running build_py 2022-10-19T14:19:12,335 creating build 2022-10-19T14:19:12,336 creating build/lib 2022-10-19T14:19:12,337 creating build/lib/tfds_defect_detection 2022-10-19T14:19:12,339 copying tfds_defect_detection/__init__.py -> build/lib/tfds_defect_detection 2022-10-19T14:19:12,344 copying tfds_defect_detection/test.py -> build/lib/tfds_defect_detection 2022-10-19T14:19:12,348 copying tfds_defect_detection/data.py -> build/lib/tfds_defect_detection 2022-10-19T14:19:12,352 copying tfds_defect_detection/utils.py -> build/lib/tfds_defect_detection 2022-10-19T14:19:12,357 creating build/lib/tfds_defect_detection/downloader 2022-10-19T14:19:12,359 copying tfds_defect_detection/downloader/__init__.py -> build/lib/tfds_defect_detection/downloader 2022-10-19T14:19:12,363 copying tfds_defect_detection/downloader/visual_anomalies.py -> build/lib/tfds_defect_detection/downloader 2022-10-19T14:19:12,366 copying tfds_defect_detection/downloader/mvtec.py -> build/lib/tfds_defect_detection/downloader 2022-10-19T14:19:12,369 running egg_info 2022-10-19T14:19:13,870 writing tfds_defect_detection.egg-info/PKG-INFO 2022-10-19T14:19:14,486 writing dependency_links to tfds_defect_detection.egg-info/dependency_links.txt 2022-10-19T14:19:17,550 writing requirements to tfds_defect_detection.egg-info/requires.txt 2022-10-19T14:19:18,168 writing top-level names to tfds_defect_detection.egg-info/top_level.txt 2022-10-19T14:19:18,305 reading manifest file 'tfds_defect_detection.egg-info/SOURCES.txt' 2022-10-19T14:19:18,310 reading manifest template 'MANIFEST.in' 2022-10-19T14:19:18,316 writing manifest file 'tfds_defect_detection.egg-info/SOURCES.txt' 2022-10-19T14:19:19,065 /usr/local/lib/python3.7/dist-packages/setuptools/command/install.py:37: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools. 2022-10-19T14:19:19,066 setuptools.SetuptoolsDeprecationWarning, 2022-10-19T14:19:19,806 installing to build/bdist.linux-armv7l/wheel 2022-10-19T14:19:19,806 running install 2022-10-19T14:19:19,867 running install_lib 2022-10-19T14:19:20,612 creating build/bdist.linux-armv7l 2022-10-19T14:19:20,612 creating build/bdist.linux-armv7l/wheel 2022-10-19T14:19:20,615 creating build/bdist.linux-armv7l/wheel/tfds_defect_detection 2022-10-19T14:19:20,618 creating build/bdist.linux-armv7l/wheel/tfds_defect_detection/downloader 2022-10-19T14:19:20,620 copying build/lib/tfds_defect_detection/downloader/__init__.py -> build/bdist.linux-armv7l/wheel/tfds_defect_detection/downloader 2022-10-19T14:19:20,624 copying build/lib/tfds_defect_detection/downloader/visual_anomalies.py -> build/bdist.linux-armv7l/wheel/tfds_defect_detection/downloader 2022-10-19T14:19:20,628 copying build/lib/tfds_defect_detection/downloader/mvtec.py -> build/bdist.linux-armv7l/wheel/tfds_defect_detection/downloader 2022-10-19T14:19:20,632 copying build/lib/tfds_defect_detection/__init__.py -> build/bdist.linux-armv7l/wheel/tfds_defect_detection 2022-10-19T14:19:20,636 copying build/lib/tfds_defect_detection/test.py -> build/bdist.linux-armv7l/wheel/tfds_defect_detection 2022-10-19T14:19:20,639 copying build/lib/tfds_defect_detection/data.py -> build/bdist.linux-armv7l/wheel/tfds_defect_detection 2022-10-19T14:19:20,643 copying build/lib/tfds_defect_detection/utils.py -> build/bdist.linux-armv7l/wheel/tfds_defect_detection 2022-10-19T14:19:20,646 running install_egg_info 2022-10-19T14:19:21,448 Copying tfds_defect_detection.egg-info to build/bdist.linux-armv7l/wheel/tfds_defect_detection-0.1.0-py3.7.egg-info 2022-10-19T14:19:21,470 running install_scripts 2022-10-19T14:19:21,641 creating build/bdist.linux-armv7l/wheel/tfds_defect_detection-0.1.0.dist-info/WHEEL 2022-10-19T14:19:21,646 creating '/tmp/pip-wheel-0jg674qw/tfds_defect_detection-0.1.0-py3-none-any.whl' and adding 'build/bdist.linux-armv7l/wheel' to it 2022-10-19T14:19:21,652 adding 'tfds_defect_detection/__init__.py' 2022-10-19T14:19:21,656 adding 'tfds_defect_detection/data.py' 2022-10-19T14:19:21,659 adding 'tfds_defect_detection/test.py' 2022-10-19T14:19:21,662 adding 'tfds_defect_detection/utils.py' 2022-10-19T14:19:21,665 adding 'tfds_defect_detection/downloader/__init__.py' 2022-10-19T14:19:21,668 adding 'tfds_defect_detection/downloader/mvtec.py' 2022-10-19T14:19:21,670 adding 'tfds_defect_detection/downloader/visual_anomalies.py' 2022-10-19T14:19:21,675 adding 'tfds_defect_detection-0.1.0.dist-info/METADATA' 2022-10-19T14:19:21,676 adding 'tfds_defect_detection-0.1.0.dist-info/WHEEL' 2022-10-19T14:19:21,679 adding 'tfds_defect_detection-0.1.0.dist-info/top_level.txt' 2022-10-19T14:19:21,680 adding 'tfds_defect_detection-0.1.0.dist-info/RECORD' 2022-10-19T14:19:21,682 removing build/bdist.linux-armv7l/wheel 2022-10-19T14:19:21,872 Building wheel for tfds-defect-detection (setup.py): finished with status 'done' 2022-10-19T14:19:21,880 Created wheel for tfds-defect-detection: filename=tfds_defect_detection-0.1.0-py3-none-any.whl size=12794 sha256=b68e65517f554748d712322c547452ca0b609b1d80f6f04bc85b6f21d0ae590d 2022-10-19T14:19:21,882 Stored in directory: /tmp/pip-ephem-wheel-cache-o_buvx5x/wheels/85/6d/c8/b25874b3502fb92a322beab8c20ed43779f81047491a6e6b1d 2022-10-19T14:19:21,908 Successfully built tfds-defect-detection 2022-10-19T14:19:21,921 Removed build tracker: '/tmp/pip-build-tracker-zl3d9b5c'