Metadata-Version: 1.1
Name: tfds-defect-detection
Version: 0.1.0
Summary: TensorFlow Datasets for Defect Detection
Home-page: https://github.com/thetoby9944/tfds_defect_detection
Author: thetoby9944
Author-email: thetoby@web.de
License: UNKNOWN
Description: 
        .. figure:: tfds_defect_detection/assets/images/logo.png
           :align: center
           :alt:
           :scale: 50 %
        
        
        ========================================
        TensorFlow Datasets for Defect Detection
        ========================================
        
        To directly jump into look at the NOTEBOOK.
        
        .. admonition:: Features
        
            - tensorflow.data.Dataset builder for defect segmentation
            - Comes with unsupervised / self-supervised SotA datasets
                - MVTEC
                - VISA
            - Artificial defect generator
            - Evaluation data with hand labelled images
        
        
        Install
        -------
        
        Create a new python=3.9 env and install `tfds_defect_detection` from pip
        
        .. code-block:: bash
        
            pip install tfds_defect_detection
        
        
        
        Examples
        -----------
        
        .. code-block:: python
        
            import tfds_defect_detection as tfd
            tfd.load()
        
        
        
        
        Usage
        -----------
        
        
        .. admonition:: Docs
        
            For documentation and usage see
        
            https://tfds-defect-detection.readthedocs.io/en/latest/README.html
        
        
        .. admonition:: Cite
        
            If this project helped you during your work:
            Until a publication is available, please cite as
        
            Tobias Schiele. (2022). TFDS DD - Datasets for Defect Detection. https://github.com/thetoby9944/tfds_defect_detection.
        
        
            .. code-block:: latex
        
                @misc{Schiele2019,
                    author = {Tobias Schiele},
                    title = {TFDS DD - Datasets for Defect Detection},
                    year = {2022},
                    publisher = {GitHub},
                    journal = {GitHub repository},
                    howpublished = {\url{https://github.com/thetoby9944/tfds_defect_detection}},
                }
        
        
        
        
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: License :: OSI Approved :: GNU Affero General Public License v3 or later (AGPLv3+)
