Disclosed is a human driving behavior modeling system using machine learning. One embodiment can be used for: obtaining training image data from a plurality of real-world image sources by using a dataprocessor, executing an object extraction operation on the training image data by using the data processor, and detecting to obtain a plurality of vehicle objects in the training image data; classifying, using the data processor, the detected plurality of vehicle objects into a plurality of behavior categories according to similar operations performed by the plurality of vehicle objects at similar locations of interest; training a machine learning module according to the training image data in the one or more behavior categories, and modeling a plurality of specific human driving behaviors; generating one or more simulated dynamic vehicles by using a data processor, each simulated dynamic vehicle modeling one or more human driving behaviors, the one or more human driving behaviors being trained into the machine learning module according to the training image data.
Human driving behavior modeling system using machine learning