Motion Detection and Prediction Using Machine Learning
Algorithm
2020 ◽
pp. 220-226
Keyword(s):
Machine learning is a branch of Artificial Intelligence which is gaining importance in the 21st century with increasing processing speeds and miniaturization of sensors, the applications of Artificial Intelligence and cognitive technologies are growing rapidly. An array of ultrasonic sensors i.e., HCSR-04 is placed at different directions, collecting data for a particularinterval of a period during a particular day. The acquired sensor values are 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.
2018 ◽
2018 ◽
2021 ◽
Vol 2083
(4)
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pp. 042086
2022 ◽
Vol 11
(1)
◽
pp. 325-337
Keyword(s):
2020 ◽
Vol 41
(7)
◽
pp. 826-830
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