Calibration using AI

Abstract:- The objective of the work is to find the inverse function to calibrate sensors. To do so, the neural network is trained, to find the best models that can predict efficiently the true value using the sensors output as training set, and the true value of the environment as target. Once the models achieve sufficient precision the calibration algorithm will be ready and it used in Deep Neural Networks (DNN) and Recurrent Neural Networks (RNN). The algorithm delivered promising results, achieving a high score and effectively identifying patterns in the data, especially with the DNN.