How to pass the annotated data(rosbag, and annotation.yaml) to Machine Learning Model

Hi.
After annotating, how do I pass the annotated data to an object detection model, or a supervised Machine learning model to identify objects? Could you please give some insights with guiding? 

Thank you so much.