pysauron


Namepysauron JSON
Version 0.0.3 PyPI version JSON
download
home_pagehttps://github.com/KyloRen1/PySauron
SummaryA collection of datasets for video anomaly detection
upload_time2024-07-25 12:35:16
maintainerNone
docs_urlNone
authorBogdan Ivanyuk-Skulskyi
requires_python>=3.8.0
licenseMIT License Copyright (c) 2023 Bogdan Ivanyuk-Skulskiy Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
keywords anomaly-detection
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls. 
            <p align="center">
  <img src="assets/logo.png">
</p>
<h1 align='center'>PySauron</h1>


PySauron is a torch library for anomaly detection offering:
- torchvision-like API for datasets, transforms 
- curated library of anomaly detection datasets



### Running test

```python
pytest --verbose --disable-warnings
```

### TODO
- [x] Datasets: UCF-Crime, Avenue, XD-Violence, ShanghaiTech
- [x] Augmentation: RandomInject, FrameDrop, ChangeDirection
- [x] Test transforms

Raw data

            {
    "_id": null,
    "home_page": "https://github.com/KyloRen1/PySauron",
    "name": "pysauron",
    "maintainer": null,
    "docs_url": null,
    "requires_python": ">=3.8.0",
    "maintainer_email": null,
    "keywords": "anomaly-detection",
    "author": "Bogdan Ivanyuk-Skulskyi",
    "author_email": "Bogdan Ivanyuk-Skulskyi <ivanyuk.bogdan1999@gmail.com>",
    "download_url": "https://files.pythonhosted.org/packages/e6/f8/ad09fda893f87098dcf0c56a1ab64bd7f04f800eeb26fd89c9ef0ecfefb1/pysauron-0.0.3.tar.gz",
    "platform": null,
    "description": "<p align=\"center\">\n  <img src=\"assets/logo.png\">\n</p>\n<h1 align='center'>PySauron</h1>\n\n\nPySauron is a torch library for anomaly detection offering:\n- torchvision-like API for datasets, transforms \n- curated library of anomaly detection datasets\n\n\n\n### Running test\n\n```python\npytest --verbose --disable-warnings\n```\n\n### TODO\n- [x] Datasets: UCF-Crime, Avenue, XD-Violence, ShanghaiTech\n- [x] Augmentation: RandomInject, FrameDrop, ChangeDirection\n- [x] Test transforms\n",
    "bugtrack_url": null,
    "license": "MIT License  Copyright (c) 2023 Bogdan Ivanyuk-Skulskiy  Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the \"Software\"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:  The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.  THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.",
    "summary": "A collection of datasets for video anomaly detection",
    "version": "0.0.3",
    "project_urls": {
        "Homepage": "https://github.com/KyloRen1/PySauron",
        "repository": "https://github.com/KyloRen1/PySauron"
    },
    "split_keywords": [
        "anomaly-detection"
    ],
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "a25067038e1ee9d5bb4c3d9824f8a22af06326e06a1c32e6e13bdb7cdc93c90e",
                "md5": "aa9f76f73332a327354cdc221c0551f2",
                "sha256": "04dfb7ec30a47f45826e09c7a4be873aa2e0916f50fd92237c238d034780310e"
            },
            "downloads": -1,
            "filename": "pysauron-0.0.3-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "aa9f76f73332a327354cdc221c0551f2",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": ">=3.8.0",
            "size": 11224,
            "upload_time": "2024-07-25T12:35:15",
            "upload_time_iso_8601": "2024-07-25T12:35:15.323357Z",
            "url": "https://files.pythonhosted.org/packages/a2/50/67038e1ee9d5bb4c3d9824f8a22af06326e06a1c32e6e13bdb7cdc93c90e/pysauron-0.0.3-py3-none-any.whl",
            "yanked": false,
            "yanked_reason": null
        },
        {
            "comment_text": "",
            "digests": {
                "blake2b_256": "e6f8ad09fda893f87098dcf0c56a1ab64bd7f04f800eeb26fd89c9ef0ecfefb1",
                "md5": "cbf7844a9c9f495e13a1fcdca5696d46",
                "sha256": "e67d0259b6127b44cc1704f04ee8dba9a31c6c59995b24938e271534779c98b5"
            },
            "downloads": -1,
            "filename": "pysauron-0.0.3.tar.gz",
            "has_sig": false,
            "md5_digest": "cbf7844a9c9f495e13a1fcdca5696d46",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.8.0",
            "size": 15983,
            "upload_time": "2024-07-25T12:35:16",
            "upload_time_iso_8601": "2024-07-25T12:35:16.687873Z",
            "url": "https://files.pythonhosted.org/packages/e6/f8/ad09fda893f87098dcf0c56a1ab64bd7f04f800eeb26fd89c9ef0ecfefb1/pysauron-0.0.3.tar.gz",
            "yanked": false,
            "yanked_reason": null
        }
    ],
    "upload_time": "2024-07-25 12:35:16",
    "github": true,
    "gitlab": false,
    "bitbucket": false,
    "codeberg": false,
    "github_user": "KyloRen1",
    "github_project": "PySauron",
    "travis_ci": false,
    "coveralls": false,
    "github_actions": true,
    "lcname": "pysauron"
}
Bogdan Ivanyuk-Skulskyi
Elapsed time: 4.40106s