A method of AI models generalization for driving. The method includes identifying road segments artificial intelligence models based on a similarity metric between different road segments along one or more different driving routes and further in accordance...

An approach is provided for providing dynamic model switching and/or model parameter switching (e.g., for object detection). The approach, for example, involves providing a plurality of machine learning models trained to detect one or more objects (e.g., v...