machine learning (ML)

The use and development of computer systems that are able to learn and adapt without following explicit instructions, by using algorithms and statistical models to analyze and draw inferences from patterns in data. Machine learning (ML) apps use models to perform tasks like recognizing images or finding relationships among numerical data.

When you use the Machine Learning analysis method in Motion’s tracking behaviors to identify a subject in a clip and analyze its motion, the analysis employs a neural network that’s trained on a data set to recognize people, animals, and many other common objects in the video frame.

An object that’s been suggested using ML isn’t necessarily trackable; it’s a potential region of interest in the scene that’s identified based on the data sets the ML is trained on.