pose-extraction-tooling/class_diagram.puml at main · WM9042/pose-extraction-tooling · GitHub

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@startuml class_diagram


together {
    abstract class InputSource{
        - input_path: Union[str, int]
        - _consumed : bool

        + get_frame() -> Optional[np.ndarray]:

        + get_frame_info() -> Optional[Dict[str, Any]]:

        + is_exhausted(self) -> bool:

        + cleanup(self) -> None:


    }
    class ImageInputSource {
        - input_path: Union[str, int]
            - _consumed : bool

            + get_frame() -> Optional[np.ndarray]:

            + get_frame_info() -> Optional[Dict[str, Any]]:

            + is_exhausted(self) -> bool:

            + cleanup(self) -> None:
    }

    class VideoInputSource{
        - input_path: Union[str, int]
        - _consumed : bool

        + get_frame() -> Optional[np.ndarray]:

        + get_frame_info() -> Optional[Dict[str, Any]]:

        + is_exhausted(self) -> bool:

        + cleanup(self) -> None:
    }

    class WebcamInputSource{
        - input_path: Union[str, int]
        - _consumed : bool

        + get_frame() -> Optional[np.ndarray]:

        + get_frame_info() -> Optional[Dict[str, Any]]:

        + is_exhausted(self) -> bool:

        + cleanup(self) -> None:
    }
}


ImageInputSource .up.|> InputSource : Implements
VideoInputSource .up.|> InputSource : Implements
WebcamInputSource .up.|> InputSource : Implements


together {
    abstract class PoseFramework{
        - pose_config_path: Optional[str]
        - pose_checkpoint_path: Optional[str]

        + get_pose_estimate(frame: np.ndarray, bounding_box: Optional[BoundingBox]) -> PoseResult
        - _load_framework() -> None
        - _load_model(pose_config_path: Optional[str], pose_checkpoint_path: Optional[str]) -> Optional[PoseEstimatorModel]
    }
    class MMPosePoseFramework {
        - pose_config_path: Optional[str]
        - pose_checkpoint_path: Optional[str]

        + get_pose_estimate(frame: np.ndarray, bounding_box: Optional[BoundingBox]) -> PoseResult
        - _load_framework() -> None
        - _load_model(pose_config_path: Optional[str], pose_checkpoint_path: Optional[str]) -> Optional[PoseEstimatorModel]
    }

    class MediaPipePoseFramework {
        - pose_config_path: Optional[str]
        - pose_checkpoint_path: Optional[str]

        + get_pose_estimate(frame: np.ndarray, bounding_box: Optional[BoundingBox]) -> PoseResult
        - _load_framework() -> None
        - _load_model(pose_config_path: Optional[str], pose_checkpoint_path: Optional[str]) -> Optional[PoseEstimatorModel]
    }

}

MMPosePoseFramework .up.|> PoseFramework : Implements
MediaPipePoseFramework .up.|> PoseFramework : Implements

together {
    abstract class DetectionFramework{
        - detection_config_path: Optional[str]
        - detection_checkpoint_path: Optional[str]

        + get_detection_estimate(frame: np.ndarray) -> BoundingBox
        - _load_framework() -> None
        - _load_model() -> Optional[Any]
    }

    class MMPoseDetectionFramework {
        - detection_config_path: Optional[str]
        - detection_checkpoint_path: Optional[str]

        + get_detection_estimate(frame: np.ndarray) -> BoundingBox
        - _load_framework() -> None
        - _load_model() -> Optional[Any]
    }
}


MMPoseDetectionFramework ..|> DetectionFramework : Implements

class PoseProcessor{
    - input_source: InputSource
    - pose_framework: PoseFramework
    - detection_framework: Optional[DetectionFramework]

    + process(output_dir_path: str, processing_mode: str) -> ExtractionSession
}

class JSONOutputHandler {
    + save_results(self, session: ExtractionSession, output_dir_path: str, input_file_path: str) -> None
    - _session_to_dict(self, session: ExtractionSession) -> Dict[str, Any]
    - _frame_result_to_dict(self, frame_result) -> Dict[str, Any]
    - _pose_result_to_dict(self, pose_result) -> Dict[str, Any]
    - _convert_keypoints(self, keypoints) -> Any
    - _bounding_box_to_dict(self, bbox) -> Dict[str, Any]
}
together {
    class PoseFrameworkFactory{
        + create_pose_framework(pose_framework_name: str, pose_config_path: Optional[str], pose_checkpoint_path: Optional[str]) -> PoseFramework
    }

    class DetectionFrameworkFactory{
        + create_detection_framework(detection_framework_name: str, detection_config_path: Optional[str], detection_checkpoint_path: Optional[str]) -> DetectionFramework
    }

    class InputSourceFactory{
    + create_input_source(input_path: str) -> InputSource
    }
}


class main_cli{
+ main() -> int
}

class ArgumentParser {
    parse_args() -> Namespace
}

main_cli -down-> ArgumentParser : Depends on
main_cli -down-> JSONOutputHandler : Depends on
main_cli -down-> PoseFrameworkFactory : Depends on
main_cli -down-> DetectionFrameworkFactory : Depends on
main_cli -down-> InputSourceFactory : Depends on
main_cli -down-> PoseProcessor : Depends on

InputSource o-up- PoseProcessor
PoseFramework o-up- PoseProcessor
DetectionFramework o-up- PoseProcessor