Motion Detection and Prediction Using Machine Learning Algorithm

Machine learning is a branch of Artificial Intelligence which is gaining importance in the 21st centurywith increasing processing speeds and miniaturization of sensors, the applications of Artificial Intelligence andcognitive technologies are growing rapidly. An array of ultrasonic sensors i.e., HCSR-04 is placed at differentdirections, collecting data for a particularinterval of a period during a particular day. The acquired sensor valuesare subjected to pre-processing, data analytics, and visualization. The prepared data is now split into test and train.A prediction model is designed using logistic regression and linear regression and checked for accuracy, F1 score,and precision compared.