LSTM Replaces PID Control

The video tutorial explores replacing a PID controller with an LSTM network for embedded control systems, specifically in a temperature control lab setup. It covers the deployment of machine learning models using various methods, including pickle files and Docker containers. The tutorial details the process of training an LSTM model using data from a PID-controlled system and testing its performance. Finally, it demonstrates deploying the LSTM model on a microcontroller, showcasing its effectiveness in controlling temperature compared to the traditional PID controller.

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