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pysauron

[WIP] A collection of datasets for video anomaly detection

https://github.com/kyloren1/pysauron

Science Score: 26.0%

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    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    Found .zenodo.json file
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    Scientific vocabulary similarity
    Low similarity (3.0%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

[WIP] A collection of datasets for video anomaly detection

Basic Info
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 3
  • Releases: 2
Created almost 2 years ago · Last pushed almost 2 years ago
Metadata Files
Readme License Citation

README.md

PySauron

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

Owner

  • Name: Bogdan Ivanyuk
  • Login: KyloRen1
  • Kind: user
  • Location: Kyiv, Ukraine
  • Company: somewhere

GitHub Events

Total
Last Year

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 12 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 2
  • Total maintainers: 1
pypi.org: pysauron

A collection of datasets for video anomaly detection

  • Homepage: https://github.com/KyloRen1/PySauron
  • Documentation: https://pysauron.readthedocs.io/
  • 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.
  • Latest release: 0.0.3
    published almost 2 years ago
  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 12 Last month
Rankings
Dependent packages count: 10.6%
Average: 35.1%
Dependent repos count: 59.6%
Maintainers (1)
Bogdan_Ivanyuk
Last synced: 10 months ago

Dependencies

.github/workflows/build_docs.yml actions
  • actions/cache v2 composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
.github/workflows/release.yml actions
  • actions/checkout v2 composite
  • actions/setup-python v2 composite
  • pypa/gh-action-pypi-publish release/v1 composite
  • softprops/action-gh-release v1 composite
.github/workflows/run_tests.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v4 composite
docs/requirements.txt pypi
  • jinja2 ==3.0.3
  • mkdocs ==1.3.0
  • mkdocs-material ==7.3.6
  • mkdocs_include_exclude_files ==0.0.1
  • mkdocstrings ==0.17.0
  • mknotebooks ==0.7.1
  • nbconvert ==6.5.0
  • nbformat ==5.4.0
  • pygments ==2.14.0
  • pymdown-extensions ==9.4
  • pytkdocs_tweaks ==0.0.6
pyproject.toml pypi
setup.py pypi
test/requirements.txt pypi
  • Pillow ==10.1.0 test
  • numpy ==1.26.4 test
  • pytest ==7.4.4 test
  • scipy ==1.11.4 test
  • torch ==2.1.0 test
  • torchvision ==0.16.0 test