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Overview

SAND No: SAND2022-6304 O

The Feature-based Anomaly Detection System provides a means of detecting anomalies in video data.

The FADS has the specific advantage that it can run without a GPU in a reasonable time, without needing a training step, because it uses models pre-trained on generic image data.

https://arxiv.org/pdf/2204.10318.pdf

Installation

pip install feature-anomaly-detection-system

Development

To run all the tests run:

tox

Note, to combine the coverage data from all the tox environments run:

Windows
set PYTEST_ADDOPTS=--cov-append
tox
Other
PYTEST_ADDOPTS=--cov-append tox

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