The invention discloses a method and device for evaluating the driving habits of a driver by detecting a driving scene. The method comprises the following steps of (a) if a learning device acquires aspecific enumeration event vector, and the specific enumeration event vector includes, in a specific order, each piece of information related to each specific driving event as a specific component, enabling a recurrent neural network to perform recurrent neural network operation on the specific component of the specific enumeration event vector according to the specific sequence so as to detect aspecific predicted driving scene containing the specific driving event; and (b) enabling the learning device to cause a loss module to generate the recurrent neural network loss with reference to thespecific predicted driving scene and an acquired specific ground live driving scene, and to perform time series back propagation by using the recurrent neural network loss, thereby learning at least aportion of the parameters of the recurrent neural network.
Method and device for evaluating driving habits of driver by detecting driving scene