Development of a Device for Prediction the ph of the Environment Based on Machine Learning

The research task was to develop a device for monitoring and predicting the state of the environment. The parameter pH was taken as a basis, which was used as the main criterion for assessing the state of the environment. The paper shows the implementation of this idea on the PYNQ-Z2 board using machine learning algorithms. The results are presented as TP FP matrices. This work makes it possible to predict environmental problems and the well-being of the environment, which can subsequently be used to improve the quality of life.