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daochenzha authored Aug 10, 2021
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Expand Up @@ -5,6 +5,7 @@ AutoVideo is a system for automated video analysis. It is developed based on [D3

* Paper: [https://arxiv.org/abs/2108.04212](https://arxiv.org/abs/2108.04212)
* Tutorial: [[Towards Data Science] AutoVideo: An Automated Video Action Recognition System](https://towardsdatascience.com/autovideo-an-automated-video-action-recognition-system-43198beff99d)
* Related Project: [TODS: Automated Time-series Outlier Detection System](https://github.com/datamllab/tods)

There are some other video analysis libraries out there, but this one is designed to be highly modular. AutoVideo is highly extendible thanks to the pipeline language, where each model is wrapped as a primitive with some hyperparameters. This allows us to easily support other algorithms for other video analysis tasks, which will be our future efforts. It is also convenient to search models and hyperparameters with the pipeline language.

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