We will train our detector to specifically detect cars since that’s the most common class in our dataset (32616 of the 42816 total objects in the dataset are labeled as cars). Solution overview In this series, we cover how to visualize and label your data with Amazon SageMaker Ground Truth and demonstrate how to use this data in an Amazon SageMaker training job to create an object detection model,