Useful Toolbox for Anomaly Detection
PyAnomaly is the open-source tool for anomaly detection, which provides a tool for researchers and engineers to accelerate their study and development.
More introduction of the toolbox is in INTRO
!!!!Attention: The new version will be available at May, 2021
The new version will be released on YuhaoCheng/PyAnomaly2 and the repo is still under the developing. I will make it as soon as possible. Thanks for you attention.
Note: For the detailed changing logs, please refer to the CHANGE
Please refer to the INSTALL
Specifically usage please refer to USAGE
The introduction of some useful tools is in TOOLS
The API document is in API
This project is released under the Apache 2.0 license.
@inproceedings{pyanomaly,
author = {Cheng, Yuhao and Liu, Wu and Duan, Pengrui and Liu, Jingen and Mei, Tao},
title = {PyAnomaly: A Pytorch-Based Toolkit for Video Anomaly Detection},
year = {2020},
publisher = {Association for Computing Machinery},
booktitle = {Proceedings of the 28th ACM International Conference on Multimedia},
pages = {4473–4476},
keywords = {open-source, toolkit, video anomaly detection},
location = {Seattle, WA, USA},
}