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Have a look at our full open-source release of ROS2 For Unity, which brings Unity3D simulation to ROS2 ecosystems. ROS2 For Unity is meant for users who care about performance and high-speed simulation, especially with large data throughputs which are usual in automotive simulations.
In the previous post we gave you a brief introduction to anomaly detection. We reviewed there some potential real-life applications and outlined common Machine Learning techniques that are being used for this task. In this post we cover a specific type of data regarding anomaly detection, which is time series.
Large improvement in performance of recording robotic data
The article opens a series of posts about anomaly detection. This time we explain what anomaly detection is, give you some interesting examples, and describe how to choose machine learning techniques for detecting anomalies according to the case.