DeepPoseKit provides tools for annotating images or video frames with user-defined keypoints, a data augmentation pipeline, and a Keras-based interface for initializing, training, and evaluating pose estimation models. It is designed with a focus on usability and extensibility for researchers working on pose estimation tasks.